2025

Tian, Fangzheng ORCID: https://orcid.org/0009-0000-3282-0220, Fang, Jinyuan, Ganguly, Debasis ORCID: https://orcid.org/0000-0003-0050-7138, Meng, Zaiqiao ORCID: https://orcid.org/0000-0001-5374-0318 and Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X (2025) Am I on the Right Track? What Can Predicted Query Performance Tell Us about the Search Behaviour of Agentic RAG. In: IR-RAG Workshop at SIGIR 2025, Padua, Italy, 17 July 2025, (Accepted for Publication)

Fang, Jinyuan, Meng, Zaiqiao ORCID: https://orcid.org/0000-0001-5374-0318 and Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X (2025) KiRAG: Knowledge-Driven Iterative Retriever for Enhancing Retrieval-Augmented Generation. In: 63rd Annual Meeting of the Association for Computational Linguistics (ACL 2025), Vienna, Austria, 27 July - 1 Aug 2025, (Accepted for Publication)

Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X, Fang, Jinyuan, Parry, Andrew and Meng, Zaiqiao ORCID: https://orcid.org/0000-0001-5374-0318 (2025) Constructing and Evaluating Declarative RAG Pipelines in PyTerrier. In: 48th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2025), Padua, Italy, 13-17 July 2025, (Accepted for Publication)

McKechnie, Jack ORCID: https://orcid.org/0000-0002-1509-9248, McDonald, Graham ORCID: https://orcid.org/0000-0002-1266-5996 and Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X (2025) Measuring Hypothesis Testing Errors in the Evaluation of Retrieval Systems. In: 48th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2025), Padua, Italy, 13-17 July 2025, (Accepted for Publication)

Petrov, Aleksandr V., Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X and Tonellotto, Nicola ORCID: https://orcid.org/0000-0002-7427-1001 (2025) Efficient Recommendation with Millions of Items by Dynamic Pruning of Sub-Item Embeddings. In: 48th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2025), Padua, Italy, 13-17 July 2025, (Accepted for Publication)

Tian, Fangzheng ORCID: https://orcid.org/0009-0000-3282-0220, Ganguly, Debasis ORCID: https://orcid.org/0000-0003-0050-7138 and Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X (2025) Revisiting Query Variants: The Advantage of Retrieval Over Generation of Query Variants for Effective QPP. In: QPP++ Workshop at ECIR 2025, Lucca, Italy, 10 April 2025, (Accepted for Publication)

MacAvaney, Sean ORCID: https://orcid.org/0000-0002-8914-2659 and Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X (2025) On Precomputation and Caching in Information Retrieval Experiments with Pipeline Architectures. In: 2nd International Workshop on Open Web Search (WOWS), Lucca, Italy, 6-10 April 2025, (Accepted for Publication)

Yi, Zixuan, Long, Zijun ORCID: https://orcid.org/0000-0002-2008-960X, Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X and Mccreadie, Richard ORCID: https://orcid.org/0000-0002-2751-2087 (2025) Enhancing recommender systems: deep modality alignment with large multi modal encoders. ACM Transactions on Recommender Systems, (Accepted for Publication)

2024

McKechnie, Jack ORCID: https://orcid.org/0000-0002-1509-9248, McDonald, Graham ORCID: https://orcid.org/0000-0002-1266-5996 and Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X (2024) Context Example Selection For LLM Generated Relevance Assessments. In: 47th European Conference on Information Retrieval (ECIR 2025), Lucca, Italy, 06-10 Apr 2025, (Accepted for Publication)

Mueller, Ariane and Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X (2024) Semantically Proportioned nDCG for Explaining ColBERT’s Learning Process. In: 47th European Conference on Information Retrieval (ECIR 2025), Lucca, Italy, 06-10 Apr 2025, (Accepted for Publication)

Tian, Fangzheng ORCID: https://orcid.org/0009-0000-3282-0220, Ganguly, Debasis ORCID: https://orcid.org/0000-0003-0050-7138 and Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X (2024) Is Relevance Propagated from Retriever to Generator in RAG? In: 47th European Conference on Information Retrieval (ECIR 2025), Lucca, Italy, 06-10 Apr 2025, (Accepted for Publication)

Liu, Dan, Young, Francesca, Lamb, Kieran D., Claudio Quiros, Adalberto, Pancheva, Alexandrina, Miller, Crispin ORCID: https://orcid.org/0000-0003-4341-1283, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X, Robertson, David L. ORCID: https://orcid.org/0000-0001-6338-0221 and Yuan, Ke ORCID: https://orcid.org/0000-0002-2318-1460 (2024) PLM-interact: extending protein language models to predict protein-protein interactions. bioRxiv, (doi: 10.1101/2024.11.05.622169)

Abbattista, Davide, Anelli, Vito Walter, Di Noia, Tommaso, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X and Petrov, Aleksandr (2024) Enhancing Sequential Music Recommendation with Personalized Popularity Awareness. In: 18th ACM Conference on Recommender Systems, Bari, Italy, 14-18 Oct 2024, pp. 1168-1173. ISBN 9798400705052 (doi: 10.1145/3640457.3691719)

Petrov, Aleksandr V., Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X and Tonellotto, Nicola ORCID: https://orcid.org/0000-0002-7427-1001 (2024) Efficient Inference of Sub-Item Id-based Sequential Recommendation Models with Millions of Items. In: 18th ACM Conference on Recommender Systems, Bari, Italy, 14-18 Oct 2024, pp. 912-917. ISBN 97984007-05052 (doi: 10.1145/3640457.3688168)

Fang, Jinyuan, Meng, Zaiqiao ORCID: https://orcid.org/0000-0001-5374-0318 and Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X (2024) TRACE the Evidence: Constructing Knowledge-Grounded Reasoning Chains for Retrieval-Augmented Generation. In: Empirical Methods in Natural Language Processing Conference 2024, Miami, FL, USA, 12-16 Nov 2024, (Accepted for Publication)

Petrov, Aleksandr Vladimirovich and Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X (2024) Improving effectiveness by reducing overconfidence in large catalogue sequential recommendation with gBCE loss. ACM Transactions on Recommender Systems, (doi: 10.1145/3699521) (Accepted for Publication)

Vlachou, Maria and Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X (2024) Coherence-based Query Performance Measures for Dense Retrieval. In: The 10th ACM SIGIR / The 14th International Conference on the Theory of Information Retrieval, Washington D.C., USA, July 13 2024, pp. 15-24. ISBN 9798400706813 (doi: 10.1145/3664190.3672518)

Petrov, Aleksandr V. and Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X (2024) gSASRec: Reducing Overconfidence in Sequential Recommendation Trained with Negative Sampling (Extended Abstract). In: Thirty-Third International Joint Conference on Artificial Intelligence, Jeju, Korea, 3-9 Aug 2024, pp. 8447-8449. ISBN 9781956792041 (doi: 10.24963/ijcai.2024/939)

McKechnie, Jack ORCID: https://orcid.org/0000-0002-1509-9248, McDonald, Graham ORCID: https://orcid.org/0000-0002-1266-5996 and Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X (2024) Bi-Objective Negative Sampling for Sensitivity-Aware Search. In: 47th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2024), Washington D.C., USA, 14-18 July 2024, pp. 2296-2300. ISBN 9798400704314 (doi: 10.1145/3626772.3657895)

Chang, Xuejun, Mishra, Debra, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X and MacAvaney, Sean ORCID: https://orcid.org/0000-0002-8914-2659 (2024) Neural Passage Quality Estimation for Static Pruning. In: 47th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2024), Washington D.C., USA, 14-18 July 2024, pp. 174-185. ISBN 9798400704314 (doi: 10.1145/3626772.3657765)

Kumar, Naveen ORCID: https://orcid.org/0000-0002-4765-1789, Aleksandrov, Preslav ORCID: https://orcid.org/0009-0009-5198-9983, Gao, Yingjia, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X, García, César Pascual and Georgiev, Vihar ORCID: https://orcid.org/0000-0001-6473-2508 (2024) Combinations of analytical and machine learning methods in a single simulation framework for amphoteric molecules detection. IEEE Sensors Letters, 8(7), 1501004. (doi: 10.1109/LSENS.2024.3408101)

Fang, Jinyuan, Meng, Zaiqiao ORCID: https://orcid.org/0000-0001-5374-0318 and Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X (2024) REANO: Optimising Retrieval-Augmented Reader Models through Knowledge Graph Generation. In: 62nd Annual Meeting of the Association for Computational Linguistics (ACL 2024), Bangkok, Thailand, 11-16 Aug 2024, (Accepted for Publication)

Meng, Zeyuan, Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X and Yi, Zixuan (2024) Knowledge Graph Cross-View Contrastive Learning for Recommendation. In: 46th European Conference on Information Retrieval (ECIR2024), Glasgow, Scotland, 24-28 March 2024, pp. 3-18. ISBN 9783031560620 (doi: 10.1007/978-3-031-56063-7_1)

Petrov, Aleksandr Vladimirovich and Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X (2024) Aligning GPTRec with Beyond-Accuracy Goals with Reinforcement Learning. The Web Conference 2024, Singapore, 13-17 May 2024.

Petrov, Aleksandr V. and Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X (2024) RecJPQ: Training Large-Catalogue Sequential Recommenders. In: 17th ACM International Conference on Web Search and Data Mining, Merida, Mexico, 04-08 Mar 2024, pp. 538-547. ISBN 9798400703713 (doi: 10.1145/3616855.3635821)

Wu, Yaxiong, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 (2024) Personalised multi-modal interactive recommendation with hierarchical state representations. ACM Transactions on Recommender Systems, (doi: 10.1145/3651169) (Early Online Publication)

Yi, Zixuan, Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 and Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X (2024) Contrastive graph prompt-tuning for cross-domain recommendation. ACM Transactions on Information Systems, 42(2), 60. (doi: 10.1145/3618298)

Fang, Jinyuan, Meng, Zaiqiao ORCID: https://orcid.org/0000-0001-5374-0318 and Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X (2024) Enhancing Late Interaction with Informative Entities for Passage Retrieval. 46th European Conference on Information Retrieval (ECIR 2024): The First Knowledge-Enhanced Information Retrieval Workshop (KEIR@ECIR 2024), Glasgow, Scotland, 24-28 March 2024.

2023

Frayling, Erlend, MacAvaney, Sean ORCID: https://orcid.org/0000-0002-8914-2659, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 (2023) Effective Adhoc Retrieval through Traversal of a Query-Document Graph. In: 46th European Conference on Information Retrieval (ECIR2024), Glasgow, Scotland, 24-28 March 2024, (Accepted for Publication)

Petrov, Aleksandr V., MacAvaney, Sean ORCID: https://orcid.org/0000-0002-8914-2659 and Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X (2023) Shallow Cross-Encoders for Low-Latency Retrieval. In: 46th European Conference on Information Retrieval (ECIR2024), Glasgow, Scotland, 24-28 March 2024, (Accepted for Publication)

Kongyoung, Sarawoot, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 (2023) Multi-Task Learning of Query Generation and Classification for Generative Conversational Question Rewriting. In: 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP 2023), Singapore, 6-10 Dec 2023, pp. 13667-13678. (doi: 10.18653/v1/2023.findings-emnlp.913)

Fang, Jinyuan, Meng, Zaiqiao ORCID: https://orcid.org/0000-0001-5374-0318 and Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X (2023) KGPR: Knowledge Graph Enhanced Passage Ranking. In: 32nd ACM International Conference on Information and Knowledge Management, Birmingham, UK, 21-25 Oct 2023, pp. 3880-3885. ISBN 9798400701245 (doi: 10.1145/3583780.3615252)

Petrov, Aleksandr V. and Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X (2023) gSASRec: Reducing Overconfidence in Sequential Recommendation Trained with Negative Sampling. In: 17th ACM Conference on Recommender Systems (RecSys 2023), Singapore, 18-22 Sept 2023, pp. 116-128. ISBN 9798400702419 (doi: 10.1145/3604915.3608783)

Wu, Yaxiong, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 (2023) Goal-Oriented Multi-Modal Interactive Recommendation with Verbal and Non-Verbal Relevance Feedback. In: 17th ACM Conference on Recommender Systems (RecSys 2023), Singapore, 18-22 Sept 2023, pp. 362-373. ISBN 9798400702419 (doi: 10.1145/3604915.3608775)

Acquavia, Antonio, Tonellotto, Nicola ORCID: https://orcid.org/0000-0002-7427-1001 and Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X (2023) Static Pruning for Multi-Representation Dense Retrieval. In: 23rd ACM Symposium on Document Engineering (DocEng'23), Limerick, Ireland, 22-25 Aug 2023, ISBN 9798400700279 (doi: 10.1145/3573128.3604896)

Wang, Xiao, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X, Tonellotto, Nicola ORCID: https://orcid.org/0000-0002-7427-1001 and Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 (2023) Reproducibility, Replicability, and Insights into Dense Multi-Representation Retrieval Models: from ColBERT to Col*. In: 46th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR23), Taipei, Taiwan, 23-27 July 2023, pp. 2552-2561. ISBN 9781450394086 (doi: 10.1145/3539618.3591916)

Liu, Siwei, Meng, Zaiqiao ORCID: https://orcid.org/0000-0001-5374-0318, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 (2023) Graph neural pre-training for recommendation with side information. ACM Transactions on Information Systems, 41(3), 74. (doi: 10.1145/3568953)

Wang, Xiao, MacAvaney, Sean ORCID: https://orcid.org/0000-0002-8914-2659, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 (2023) Effective Contrastive Weighting for Dense Query Expansion. In: 61st Annual Meeting of the Association for Computational Linguistics (ACL '23), Toronto, Canada, 9-14 July 2023, pp. 12688-12704. (doi: 10.18653/v1/2023.acl-long.710)

Petrov, Aleksandr and Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X (2023) RSS: Effective and Efficient Training for Sequential Recommendation using Recency Sampling. ACM Transactions on Recommender Systems, (doi: 10.1145/3604436) (Early Online Publication)

Petrov, Aleksandr V. and Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X (2023) Generative Sequential Recommendation with GPTRec. In: Gen-IR @ SIGIR 2023 Workshop, Taipei, Taiwan, 27 July 2023, (Accepted for Publication)

Wang, Xiao, MacAvaney, Sean ORCID: https://orcid.org/0000-0002-8914-2659, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 (2023) Generative Query Reformulation for Effective Adhoc Search. In: Gen-IR @ SIGIR 2023 Workshop, Taipei, Taiwan, 27 July 2023, (Accepted for Publication)

Gospodinov, Mitko, MacAvaney, Sean ORCID: https://orcid.org/0000-0002-8914-2659 and Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X (2023) Doc2Query--: When Less is More. In: 45th European Conference on Information Retrieval (ECIR'23), Dublin, Ireland, 02-06 Apr 2023, pp. 414-422. ISBN 9783031282379 (doi: 10.1007/978-3-031-28238-6_31)

Yi, Zixuan, Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 and Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X (2023) Contrastive Graph Learning with Positional Representation for Recommendation. In: Advances in Information Retrieval. Lecture Notes in Computer Science: 45th European Conference on Information Retrieval, ECIR 2023, Dublin, Ireland, April 2–6, 2023, Proceedings, Part II. Springer: Cham, pp. 288-303. ISBN 9783031282386 (doi: 10.1007/978-3-031-28238-6_19)

Wang, Xiao, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X, Tonellotto, Nicola ORCID: https://orcid.org/0000-0002-7427-1001 and Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 (2023) ColBERT-PRF: Semantic pseudo-relevance feedback for dense passage and document retrieval. ACM Transactions on the Web, 17(1), 3. (doi: 10.1145/3572405)

Kongyoung, Sarawoot, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 (2023) monoQA: Multi-Task Learning of Reranking and Answer Extraction for Open-Retrieval Conversational Question Answering. In: 2022 Conference on Empirical Methods in Natural Language Processing (EMNLP), Abu Dhabi, 7-11 December 2022, pp. 7207-7218.

2022

Wang, Xi, Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 and Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X (2022) BanditProp: bandit selection of review properties for effective recommendation. ACM Transactions on the Web, 16(4), 20. (doi: 10.1145/3532859)

MacAvaney, Sean ORCID: https://orcid.org/0000-0002-8914-2659, Tonellotto, Nicola ORCID: https://orcid.org/0000-0002-7427-1001 and Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X (2022) Adaptive Re-Ranking with a Corpus Graph. In: 31st ACM International Conference on Information and Knowledge Management (CIKM '22), Atlanta, Georgia, USA, 17-21 October 2022, pp. 1491-1500. ISBN 9781450392365 (doi: 10.1145/3511808.3557231)

MacAvaney, Sean ORCID: https://orcid.org/0000-0002-8914-2659, Tonellotto, Nicola and Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X (2022) Adaptive Re-Ranking as an Information-Seeking Agent. In: First Workshop on Proactive and Agent-Supported Information Retrieval (PASIR 2022), 17-21 October 2022, Atlanta, GA, USA,

Wu, Yaxiong, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 (2022) Multimodal Conversational Fashion Recommendation with Positive and Negative Natural-Language Feedback. In: CUI 2022, Glasgow, UK, 26-28 Jul 2022, p. 6. ISBN 9781450397391 (doi: 10.1145/3543829.3543837)

Petrov, Aleksandr and Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X (2022) Effective and Efficient Training for Sequential Recommendation using Recency Sampling. In: ACM Conference on Recommender Systems (RecSys 2022), Seattle, USA, 18-23 Sep 2022, pp. 81-91. ISBN 9781450392785 (doi: 10.1145/3523227.3546785)

Petrov, Aleksandr and Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X (2022) A Systematic Review and Replicability Study of BERT4Rec for Sequential Recommendation. In: ACM Conference on Recommender Systems (RecSys 2022), Seattle, USA, 18-23 Sep 2022, pp. 436-447. ISBN 9781450392785 (doi: 10.1145/3523227.3548487)

Wu, Yaxiong, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 (2022) Multi-Modal Dialog State Tracking for Interactive Fashion Recommendation. In: ACM Conference on Recommender Systems (RecSys 2022), Seattle, USA, 18-23 Sep 2022, pp. 124-133. ISBN 9781450392785 (doi: 10.1145/3523227.3546774)

Vlachou, Maria and Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X (2022) Performance Predictors for Conversational Fashion Recommendation. In: 4th Edition of Knowledge-aware and Conversational Recommender Systems (KaRS) Workshop @ RecSys 2022, Seattle, WA, USA, 18-23rd Sept 2022, pp. 91-100.

Wang, Xiao, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 (2022) Improving zero-shot retrieval using dense external expansion. Information Processing and Management, 59(5), 103026. (doi: 10.1016/j.ipm.2022.103026)

Sanz-Cruzado, Javier ORCID: https://orcid.org/0000-0002-7829-5174, Mccreadie, Richard ORCID: https://orcid.org/0000-0002-2751-2087, Droukas, Nikolaos, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 (2022) On Transaction-Based Metrics as a Proxy for Profitability of Financial Asset Recommendations. 3rd Workshop on Personalization & Recommender Systems in Financial Services, Seattle, WA, USA, 18-23 Sep 2022.

Liu, Siwei, Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 and Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X (2022) An MLP-based Algorithm for Efficient Contrastive Graph Recommendations. In: SIGIR 2022: 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, 11-15 Jul 2022, pp. 2431-2436. ISBN 9781450387323 (doi: 10.1145/3477495.3531874)

MacAvaney, Sean ORCID: https://orcid.org/0000-0002-8914-2659 and Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X (2022) A Python Interface to PISA! In: SIGIR 2022: 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, 11-15 Jul 2022, pp. 3339-3344. ISBN 9781450387323 (doi: 10.1145/3477495.3531656)

Wang, Xiao, MacAvaney, Sean ORCID: https://orcid.org/0000-0002-8914-2659, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 (2022) An Inspection of the Reproducibility and Replicability of TCT-ColBERT. In: SIGIR 2022: 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, 11-15 Jul 2022, pp. 2790-2800. ISBN 9781450387323 (doi: 10.1145/3477495.3531721)

Yi, Zixuan, Wang, Xi, Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 and Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X (2022) Multi-modal Graph Contrastive Learning for Micro-video Recommendation. In: SIGIR 2022: 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, 11-15 Jul 2022, pp. 1807-1811. ISBN 9781450387323 (doi: 10.1145/3477495.3532027)

MacAvaney, Sean ORCID: https://orcid.org/0000-0002-8914-2659, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 (2022) Reproducing Personalised Session Search over the AOL Query Log. In: 44th European Conference on Information Retrieval (ECIR 2022), Stavanger, Norway, 10-14 Apr 2022, pp. 627-640. ISBN 9783030997359 (doi: 10.1007/978-3-030-99736-6_42)

MacAvaney, Sean ORCID: https://orcid.org/0000-0002-8914-2659, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 (2022) Streamlining Evaluation with ir-measures. In: 44th European Conference on Information Retrieval (ECIR 2022), Stavanger, Norway, 10-14 Apr 2022, pp. 305-310. ISBN 9783030997359 (doi: 10.1007/978-3-030-99739-7_38)

McCreadie, Richard ORCID: https://orcid.org/0000-0002-2751-2087, Perakis, Konstantinos, Srikrishna, Maanasa, Droukas, Nikolaos, Pitsios, Stamatis, Prokopaki, Georgia, Perdikouri, Eleni, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 (2022) Next-Generation Personalized Investment Recommendations. In: Soldatos, John and Kyriazis, Dimosthenis (eds.) Big Data and Artificial Intelligence in Digital Finance: Increasing Personalization and Trust in Digital Finance using Big Data and AI. Springer: Cham, pp. 171-198. ISBN 9783030945893 (doi: 10.1007/978-3-030-94590-9_10)

Wang, Xi, Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 and Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X (2022) Effective Rating Prediction Using an Attention-Based User Review Sentiment Model. In: 44th European Conference on Information Retrieval (ECIR 2022), Stavanger, Norway, 10-14 Apr 2022, pp. 487-501. ISBN 9783030997366 (doi: 10.1007/978-3-030-99736-6_33)

McDonald, Graham ORCID: https://orcid.org/0000-0002-1266-5996, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 (2022) Search results diversification for effective fair ranking in academic search. Information Retrieval Journal, 25(1), pp. 1-26. (doi: 10.1007/s10791-021-09399-z)

Frayling, Erlend, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X, McDonald, Graham ORCID: https://orcid.org/0000-0002-1266-5996 and Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 (2022) Using Entities in Knowledge Graph Hierarchies to Classify Sensitive Information. In: 13th International Conference of the CLEF Association (CLEF 2022), Bologna, Italy, 5-8 Sept 2022, pp. 125-132. ISBN 9783031136429 (doi: 10.1007/978-3-031-13643-6_10)

2021

Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X, Tonellotto, Nicola ORCID: https://orcid.org/0000-0002-7427-1001, MacAvaney, Sean ORCID: https://orcid.org/0000-0002-8914-2659 and Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 (2021) PyTerrier: Declarative Experimentation in Python from BM25 to Dense Retrieval. In: 30th ACM International Conference on Information and Knowledge Management, Virtual Event Queensland, Australia, 01-05 Nov 2021, pp. 4526-4533. ISBN 9781450384469 (doi: 10.1145/3459637.3482013)

Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X and Tonellotto, Nicola ORCID: https://orcid.org/0000-0002-7427-1001 (2021) On Approximate Nearest Neighbour Selection for Multi-Stage Dense Retrieval. In: 30th ACM International Conference on Information and Knowledge Management, 01-05 Nov 2021, pp. 3318-3322. ISBN 9781450384469 (doi: 10.1145/3459637.3482156)

Tonellotto, Nicola ORCID: https://orcid.org/0000-0002-7427-1001 and Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X (2021) Query Embedding Pruning for Dense Retrieval. In: 30th ACM International Conference on Information and Knowledge Management, Virtual Event Queensland, Australia, 01-05 Nov 2021, pp. 3453-3457. ISBN 9781450384469 (doi: 10.1145/3459637.3482162)

Meng, Zaiqiao ORCID: https://orcid.org/0000-0001-5374-0318, McCreadie, Richard ORCID: https://orcid.org/0000-0002-2751-2087, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 (2021) Variational Bayesian representation learning for grocery recommendation. Information Retrieval, 24(4-5), pp. 347-369. (doi: 10.1007/s10791-021-09397-1)

Wu, Yaxiong, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 (2021) Partially Observable Reinforcement Learning for Dialog-based Interactive Recommendation. In: 15th ACM Conference on Recommender Systems (RecSys21), Amsterdam, The Netherlands, 27 Sep - 01 Oct 2021, pp. 241-251. (doi: 10.1145/3460231.3474256)

Jadidinejad, Amir H. ORCID: https://orcid.org/0000-0003-3058-9840, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 (2021) The Simpson's Paradox in the offline evaluation of recommendation systems. ACM Transactions on Information Systems, 40(1), 4. (doi: 10.1145/3458509)

Wang, Xiao, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X, Tonellotto, Nicola ORCID: https://orcid.org/0000-0002-7427-1001 and Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 (2021) Pseudo-Relevance Feedback for Multiple Representation Dense Retrieval. In: 7th ACM SIGIR International Conference on the Theory of Information Retrieval (ICTIR 2021), 11 Jul 2021, pp. 297-306. ISBN 9781450386111 (doi: 10.1145/3471158.3472250)

Mccreadie, R. et al. (2021) Leveraging data-driven infrastructure management to facilitate AIOps for big data applications and operations. In: Curry, Edward, Auer, Sören, Berre, Arne J., Metzger, Andreas, Perez, Maria S. and Zillner, Sonja (eds.) Technologies and Applications for Big Data Value. Springer: Cham, pp. 135-158. ISBN 9783030783068 (doi: 10.1007/978-3-030-78307-5_7)

Ueda, Alberto, Santos, Rodrygo, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 (2021) Structured Fine-Tuning of Contextual Embeddings for Effective Biomedical Retrieval. In: SIGIR 2021: 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 11-15 July 2021, pp. 2031-2035. (doi: 10.1145/3404835.3463075)

Wang, Xi, Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 and Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X (2021) Leveraging Review Properties for Effective Recommendation. In: The Web Conference 2021, Ljubljana, Slovenia, 19-23 April 2021, pp. 2209-2219. ISBN 9781450383127 (doi: 10.1145/3442381.3450038)

Yigit-Sert, Sevgi, Altingovde, Ismail Sengor, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X, Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 and Ulusoy, Özgür (2021) Explicit diversification of search results across multiple dimensions for educational search. Journal of the Association for Information Science and Technology, 72(3), pp. 315-330. (doi: 10.1002/asi.24403)

McDonald, Graham ORCID: https://orcid.org/0000-0002-1266-5996, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 (2021) How the accuracy and confidence of sensitivity classification affects digital sensitivity review. ACM Transactions on Information Systems, 39(1), 4. (doi: 10.1145/3417334)

Muchlinski, David, Yang, Xiao, Birch, Sarah, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 (2021) We need to go deeper: measuring electoral violence using convolutional neural networks and social media. Political Science Research and Methods, 9(1), pp. 122-139. (doi: 10.1017/psrm.2020.32)

Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X, Tonellotto, Nicola ORCID: https://orcid.org/0000-0002-7427-1001 and Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 (2021) On Single and Multiple Representations in Dense Passage Retrieval. In: 11th Italian Information Retrieval Workshop (IIR 2021), Bari, Italy, 13-15 Sep 2021,

2020

Kongyoung, Sarawoot, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 (2020) Multi-Task Learning using Dynamic Task Weighting for Conversational Question Answering. In: 5th Edition of the Search-Oriented Conversational AI workshop held at EMNLP 2020, 19 Nov 2020, pp. 17-26. ISBN 9781952148675 (doi: 10.18653/v1/2020.scai-1.3)

Manotumruksa, Jarana, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 (2020) A contextual recurrent collaborative filtering framework for modelling sequences of venue checkins. Information Processing and Management, 57(6), 102092. (doi: 10.1016/j.ipm.2019.102092)

Yigit-Sert, Sevgi, Altingovde, Ismail, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X, Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 and Ulusoy, Özgür (2020) Supervised approaches for explicit search result diversification. Information Processing and Management, 57(6), 102356. (doi: 10.1016/j.ipm.2020.102356)

Wang, Xi, Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 and Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X (2020) Negative Confidence-Aware Weakly Supervised Binary Classification for Effective Review Helpfulness Classification. In: 29th ACM International Conference on Information and Knowledge Management (CIKM2020), 19-23 Oct 2020, pp. 1565-1574. ISBN 9781450368599 (doi: 10.1145/3340531.3411978)

Meng, Z. et al. (2020) BETA-Rec: Build, Evaluate and Tune Automated Recommender Systems. In: 14th ACM Conference on Recommender Systems (RecSys 2020), 22-26 Sep 2020, pp. 588-590. ISBN 9781450375832 (doi: 10.1145/3383313.3411524)

Meng, Zaiqiao ORCID: https://orcid.org/0000-0001-5374-0318, Mccreadie, Richard ORCID: https://orcid.org/0000-0002-2751-2087, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 (2020) Exploring Data Splitting Strategies for the Evaluation of Recommendation Models. In: 14th ACM Conference on Recommender Systems (RecSys 2020), 22-26 Sep 2020, pp. 681-686. ISBN 9781450375832 (doi: 10.1145/3383313.3418479)

Wu, Yaxiong, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 (2020) A Hybrid Conditional Variational Autoencoder Model for Personalised Top-n Recommendation. In: ICTIR 2020: The 6th ACM International Conference on the Theory of Information Retrieval, Stavanger, Norway, 14-18 Sep 2020, pp. 89-96. ISBN 9781450380676 (doi: 10.1145/3409256.3409835)

Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X and Tonellotto, Nicola (2020) Declarative Experimentation in Information Retrieval Using PyTerrier. In: ICTIR 2020: The 6th ACM International Conference on the Theory of Information Retrieval, Stavanger, Norway, 14-18 Sep 2020, pp. 161-168. ISBN 9781450380676 (doi: 10.1145/3409256.3409829)

Sanz-Cruzado, Javier ORCID: https://orcid.org/0000-0002-7829-5174, Castells, Pablo, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 (2020) Effective contact recommendation in social networks by adaptation of information retrieval models. Information Processing and Management, 57(5), 102285. (doi: 10.1016/j.ipm.2020.102285)

Jadidinejad, Amir H. ORCID: https://orcid.org/0000-0003-3058-9840, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 (2020) Using Exploration to Alleviate Closed-Loop Effects in Recommender Systems. In: 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2020), Xi'an, China, 25-30 Jul 2020, pp. 2025-2028. ISBN 9781450380164 (doi: 10.1145/3397271.3401230)

Lin, Jimmy, Mackenzie, Joel, Kamphuis, Chris, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X, Mallia, Antonio, Siedlaczek, Michał, Trotman, Andrew and de Vries, Arjen (2020) Supporting Interoperability Between Open-Source Search Engines with the Common Index File Format. In: 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2020), Xi'an, China, 25-30 Jul 2020, pp. 2149-2152. ISBN 9781450380164 (doi: 10.1145/3397271.3401404)

Liu, Siwei, Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X and Meng, Zaiqiao ORCID: https://orcid.org/0000-0001-5374-0318 (2020) A Heterogeneous Graph Neural Model for Cold-Start Recommendation. In: 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2020), Xi'an, China, 25-30 Jul 2020, pp. 2029-2032. ISBN 9781450380164 (doi: 10.1145/3397271.3401252)

McDonald, Graham ORCID: https://orcid.org/0000-0002-1266-5996, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 (2020) Active Learning Stopping Strategies for Technology-Assisted Sensitivity Review. In: 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2020), Xi'an, China, 25-30 Jul 2020, pp. 2053-2056. ISBN 9781450380164 (doi: 10.1145/3397271.3401267)

Tonellotto, Nicola and Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X (2020) Using an inverted index synopsis for query latency and performance prediction. ACM Transactions on Information Systems, 38(3), 29. (doi: 10.1145/3389795)

Sanz-Cruzado, Javier ORCID: https://orcid.org/0000-0002-7829-5174, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X, Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 and Castells, Pablo (2020) Axiomatic Analysis of Contact Recommendation Methods in Social Networks: an IR Perspective. In: 42nd European Conference on IR Research (ECIR 2020), Lisbon, Portugal, 14-17 Apr 2020, pp. 175-190. ISBN 9783030454388 (doi: 10.1007/978-3-030-45439-5_12)

2019

Meng, Zaiqiao ORCID: https://orcid.org/0000-0001-5374-0318, McCreadie, Richard ORCID: https://orcid.org/0000-0002-2751-2087, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 (2019) Variational Bayesian Context-aware Representation for Grocery Recommendation. In: 13th ACM Conference on Recommender Systems (RecSys19) - CARS 2019 Workshop, Copenhagen, Denmark, 16-20 Sept 2019,

McCreadie, Richard ORCID: https://orcid.org/0000-0002-2751-2087, Rajput, Shahzad, Soboroff, Ian, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 (2019) On enhancing the robustness of timeline summarization test collections. Information Processing and Management, 56(5), pp. 1815-1836. (doi: 10.1016/j.ipm.2019.02.006)

Jadidinejad, Amir ORCID: https://orcid.org/0000-0003-3058-9840, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 (2019) How Sensitive is Recommendation Systems' Offline Evaluation to Popularity? In: REVEAL 2019 Workshop at RecSys, Copenhagen, Denmark, 20 Sep 2019,

Su, Ting, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 (2019) Ensembles of Recurrent Networks for Classifying the Relationship of Fake News Titles. In: 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR'19), Paris, France, 21-25 Jul 2019, pp. 893-896. ISBN 9781450361729 (doi: 10.1145/3331184.3331305)

Câmara, Arthur Barbosa and Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X (2019) Dockerising Terrier for The Open-Source IR Replicability Challenge. In: The Open-Source IR Replicability Challenge (OSIRRC 2019 (SIGIR'19 Workshop)), Paris, France, 25 July 2015, pp. 26-30.

McDonald, Graham ORCID: https://orcid.org/0000-0002-1266-5996, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 (2019) The FACTS of Technology-Assisted Sensitivity Review. Workshop on Fairness, Accountability, Confidentiality, Transparency, and Safety in Information Retrieval (FACTS-IR (SIGIR'19 Workshop)), Paris, France, 25 Jul 2019.

de Lira, Vinicius Monteiro, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X, Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223, Perego, Raffaele, Renso, Chiara and Times, Valeria Cesario (2019) Event attendance classification in social media. Information Processing and Management, 56(3), pp. 687-703. (doi: 10.1016/j.ipm.2018.11.001)

Manotumruksa, Jarana, Rafailidis, Dimitrios, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 (2019) On Cross-Domain Transfer in Venue Recommendation. In: 41st European Conference on Information Retrieval (ECIR 2019), Cologne, Germany, 14-18 Apr 2019, pp. 443-456. ISBN 9783030157111 (doi: 10.1007/978-3-030-15712-8_29)

Wang, Xi, Fang, Anjie, Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 and Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X (2019) Evaluating Similarity Metrics for Latent Twitter Topics. In: 41st European Conference on Information Retrieval (ECIR 2019), Cologne, Germany, 14-18 Apr 2019, pp. 787-794. ISBN 9783030157128 (doi: 10.1007/978-3-030-15712-8_54)

Wang, Xi, Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 and Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X (2019) Comparison of Sentiment Analysis and User Ratings in Venue Recommendation. In: 41st European Conference on Information Retrieval (ECIR 2019), Cologne, Germany, 14-18 Apr 2019, pp. 215-228. ISBN 9783030157128 (doi: 10.1007/978-3-030-15712-8_14)

Mcdonald, Graham ORCID: https://orcid.org/0000-0002-1266-5996, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 (2019) How Sensitivity Classification Effectiveness Impacts Reviewers in Technology-Assisted Sensitivity Review. In: ACM SIGIR Conference on Human Information Interaction & Retrieval (CHIIR), Glasgow, UK, 10-14 Mar 2019, pp. 337-341. ISBN 9781450360258 (doi: 10.1145/3295750.3298962)

Fang, Anjie, Habel, Philip, Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 and Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X (2019) Votes on Twitter: assessing candidate preferences and topics of discussion during the 2016 U.S. presidential election. SAGE Open, 9(1), (doi: 10.1177/2158244018791653)

Jadidinejad, Amir H. ORCID: https://orcid.org/0000-0003-3058-9840, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 (2019) Unifying Explicit and Implicit Feedback for Rating Prediction and Ranking Recommendation Tasks. In: 5th ACM SIGIR International Conference on the Theory of Information Retrieval, Santa Clara, CA, USA, 02-05 Oct 2019, pp. 149-151. ISBN 9781450368810 (doi: 10.1145/3341981.3344225)

Liu, Siwei, Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 and Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X (2019) Social Regularisation in a BPR-based Venue Recommendation Systems. In: 9th PhD Symposium on Future Directions in Information Access (FDIA) and 12th European Summer School on Information Retrieval (ESSIR 2019), Milan, Italy, 15-19 July 2019,

Su, Ting, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 (2019) Entity Detection for Check-worthiness Prediction: Glasgow Terrier at CLEF CheckThat! 2019. In: CLEF 2019, Lugano, Switzerland, 09-12 Sep 2019,

2018

Tonellotto, Nicola, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 (2018) Efficient query processing for scalable web search. Foundations and Trends in Information Retrieval, 12(4-5), pp. 319-500. (doi: 10.1561/1500000057)

Fang, Anjie, Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X, Habel, Philip, Xiong, Xiaoyu and Yu, Haitao (2018) An Effective Approach for Modelling Time Features for Classifying Bursty Topics on Twitter. In: 27th ACM International Conference on Information and Knowledge Management (CIKM 2018), Torino, Italy, 22-26 Oct 2018, pp. 1547-1550. ISBN 9781450360142 (doi: 10.1145/3269206.3269253)

Gonzalez Paule, Jorge David, Moshfeghi, Yashar, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 (2018) Learning to Geolocalise Tweets at a Fine-Grained Level. In: 27th ACM International Conference on Information and Knowledge Management (CIKM 2018), Torino, Italy, 22-26 Oct 2018, pp. 1675-1678. ISBN 9781450360142 (doi: 10.1145/3269206.3269291)

Smith, Karin Sim, McCreadie, Richard ORCID: https://orcid.org/0000-0002-2751-2087, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 (2018) Regional sentiment bias in social media reporting during crises. Information Systems Frontiers, 50(5), pp. 1013-1025. (doi: 10.1007/s10796-018-9827-x)

Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X, McCreadie, Richard ORCID: https://orcid.org/0000-0002-2751-2087 and Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 (2018) Agile Information Retrieval Experimentation with Terrier Notebooks. In: 1st Biennial Conference on Design of Experimental Search & Information Retrieval Systems (DESIRES 2018), Bertinoro, Italy, 29-31 Aug 2018,

Manotumruksa, Jarana, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 (2018) Contextual Attention Recurrent Architecture for Context-aware Venue Recommendation. In: 41st International ACM SIGIR Conference on Research and Development in Information Retrieval, Ann Arbor, MI, USA, 8-12 Jul 2018, pp. 555-564. ISBN 9781450356572 (doi: 10.1145/3209978.3210042)

McCreadie, Richard ORCID: https://orcid.org/0000-0002-2751-2087, Santos, Rodrygo L.T., Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 (2018) Explicit diversification of event aspects for temporal summarization. ACM Transactions on Information Systems, 36(3), 25. (doi: 10.1145/3158671)

Yang, Xiao, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 (2018) Using word embeddings in Twitter election classification. Information Retrieval, 21(2-3), pp. 183-207. (doi: 10.1007/s10791-017-9319-5)

Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X (2018) Combining Terrier with Apache Spark to Create Agile Experimental Information Retrieval Pipelines. In: 41st International ACM SIGIR Conference on Research and Development in Information Retrieval, Ann Arbor, MI, USA, 8-12 Jul 2018, pp. 1309-1312. ISBN 9781450356572 (doi: 10.1145/3209978.3210174)

Mackenzie, Joel, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X, Scholer, Falk and Culpepper, J. Shane (2018) On the Cost of Negation for Dynamic Pruning. In: 40th European Conference on Information Retrieval (ECIR 2018), Grenoble, France, 25-29 Mar 2018, pp. 544-549. ISBN 9783319769400 (doi: 10.1007/978-3-319-76941-7_42)

Mccreadie, Richard ORCID: https://orcid.org/0000-0002-2751-2087, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 (2018) Automatic Ground Truth Expansion for Timeline Evaluation. In: 41st International ACM SIGIR Conference on Research and Development in Information Retrieval, Ann Arbor, MI, USA, 8-12 Jul 2018, pp. 685-694. ISBN 9781450356572 (doi: 10.1145/3209978.3210034)

McDonald, Graham ORCID: https://orcid.org/0000-0002-1266-5996, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 (2018) Active Learning Strategies for Technology Assisted Sensitivity Review. In: 40th European Conference on Information Retrieval (ECIR 2018), Grenoble, France, 25-29 Mar 2018, pp. 439-453. ISBN 9783319769400 (doi: 10.1007/978-3-319-76941-7_33)

McDonald, Graham ORCID: https://orcid.org/0000-0002-1266-5996, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 (2018) Towards Maximising Openness in Digital Sensitivity Review using Reviewing Time Predictions. In: 40th European Conference on Information Retrieval (ECIR 2018), Grenoble, France, 25-29 Mar 2018, pp. 699-706. ISBN 9783319769400 (doi: 10.1007/978-3-319-76941-7_65)

Su, Ting, Fang, Anjie, McCreadie, Richard ORCID: https://orcid.org/0000-0002-2751-2087, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 (2018) On Refining Twitter Lists as Ground Truth Data for Multi-Community User Classification. In: 40th European Conference on Information Retrieval (ECIR 2018), Grenoble, France, 25-29 Mar 2018, pp. 765-772. ISBN 9783319769400 (doi: 10.1007/978-3-319-76941-7_74)

Yang, Xiao, Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223, McCreadie, Richard ORCID: https://orcid.org/0000-0002-2751-2087, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X and Fang, Anjie (2018) On the Reproducibility and Generalisation of the Linear Transformation of Word Embeddings. In: 40th European Conference on Information Retrieval (ECIR 2018), Grenoble, France, 25-29 Mar 2018, pp. 263-275. ISBN 9783319769400 (doi: 10.1007/978-3-319-76941-7_20)

2017

Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X, Tonellotto, Nicola and Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 (2017) Efficient & Effective Selective Query Rewriting with Efficiency Predictions. In: SIGIR 2017: The 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, Tokyo, Japan, 7-11 Aug 2017, pp. 495-504. ISBN 9781450350228 (doi: 10.1145/3077136.3080827)

Mcdonald, Graham ORCID: https://orcid.org/0000-0002-1266-5996, García-Pedrajas, Nicolás, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 (2017) A Study of SVM Kernel Functions for Sensitivity Classification Ensembles with POS Sequences. In: SIGIR 2017: The 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, Tokyo, Japan, 7-11 Aug 2017, pp. 1097-1100. ISBN 9781450350228 (doi: 10.1145/3077136.3080731)

Smith, Karin Sim, McCreadie, Richard ORCID: https://orcid.org/0000-0002-2751-2087, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 (2017) Analyzing Disproportionate Reaction via Comparative Multilingual Targeted Sentiment in Twitter. In: IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM '17), Sydney, Australia, 31 Jul - 03 Aug 2017, pp. 317-320. ISBN 9781450349932 (doi: 10.1145/3110025.3110066)

Yang, Xiao, McCreadie, Richard ORCID: https://orcid.org/0000-0002-2751-2087, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 (2017) Transfer Learning for Multi-language Twitter Election Classification. In: The 2017 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM), Sydney, Australia, 31 Jul - 03 Aug 2017, pp. 341-348. ISBN 9781450349932 (doi: 10.1145/3110025.3110059)

Azzopardi, Leif, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X, Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 and Halvey, Martin (2017) Report on the Information Retrieval Festival (IRFest2017). ACM SIGIR Forum, 51(1), pp. 12-28. (doi: 10.1145/3130332.3130336)

Fang, Anjie, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X, Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223, Habel, Philip and Yang, Xiao (2017) Exploring Time-Sensitive Variational Bayesian Inference LDA for Social Media Data. In: 39th European Conference in Information Retrieval, Aberdeen, Scotland, 8-13 April 2017, pp. 252-265. ISBN 9783319566078 (doi: 10.1007/978-3-319-56608-5_20)

Akcay, Mehmet, Altingovde, Ismail Sengor, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 (2017) On the Additivity and Weak Baselines for Search Result Diversification Research. In: ICTIR 2017: The 3rd ACM International Conference on the Theory of Information Retrieval, Amsterdam, The Netherlands, 1-4 Oct 2017, pp. 109-116. ISBN 9781450344906 (doi: 10.1145/3121050.3121059)

de Lira, Vinicius Monteiro, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X, Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223, Perego, Raffaele, Renso, Chiara and Times, Valeria Cesario (2017) Exploring Social Media for Event Attendance. In: The 2017 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM), Sydney, Australia, 31 Jul - 03 Aug 2017, pp. 447-450. ISBN 9781450349932 (doi: 10.1145/3110025.3110080)

Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X and Tonellotto, Nicola (2017) Upper Bound Approximations for BlockMaxWand. In: The 3rd ACM International Conference on the Theory of Information Retrieval (ICTIR 2017), Amsterdam, The Netherlands, 1-4 Oct 2017, pp. 273-276. ISBN 9781450344906 (doi: 10.1145/3121050.3121094)

Manotumruksa, Jarana, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 (2017) A Deep Recurrent Collaborative Filtering Framework for Venue Recommendation. In: 26th ACM International Conference on Information and Knowledge Management (CIKM 2017), Singapore, 6-10 Nov 2017, pp. 1429-1438. ISBN 9781450349185 (doi: 10.1145/3132847.3133036)

Manotumruksa, Jarana, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 (2017) Matrix Factorisation with Word Embeddings for Rating Prediction on Location-Based Social Networks. In: 39th European Conference on Information Retrieval, Aberdeen, Scotland, 8-13 April 2017, pp. 647-654. (doi: 10.1007/978-3-319-56608-5_61)

Manotumruksa, Jarana, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 (2017) A Personalised Ranking Framework with Multiple Sampling Criteria for Venue Recommendation. In: 26th ACM International Conference on Information and Knowledge Management (CIKM 2017), Singapore, 6-10 Nov 2017, pp. 1469-1478. ISBN 9781450349185 (doi: 10.1145/3132847.3132985)

McDonald, Graham ORCID: https://orcid.org/0000-0002-1266-5996, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 (2017) Enhancing Sensitivity Classification with Semantic Features using Word Embeddings. In: 39th European Conference on Information Retrieval, Aberdeen, Scotland, 8-13 April 2017, pp. 450-463. (doi: 10.1007/978-3-319-56608-5_35)

2016

Mccreadie, Richard ORCID: https://orcid.org/0000-0002-2751-2087, Albakour, Dyaa, Manotumruksa, Jarana, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 (2016) Searching the Internet of Things. In: John, Soldatos (ed.) Building Blocks for IoT Analytics. River Publishers, pp. 39-80. ISBN 9788793519039 (doi: 10.13052/rp-9788793519046)

Fang, Anjie, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X, Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 and Habel, Philip (2016) Topics in Tweets: A User Study of Topic Coherence Metrics for Twitter Data. In: ECIR 2016: 38th European Conference on Information Retrieval, Padua, Italy, 21-23 March 2016, pp. 492-504. ISBN 9783319306704 (doi: 10.1007/978-3-319-30671-1_36)

Mackie, Stuart, McCreadie, Richard ORCID: https://orcid.org/0000-0002-2751-2087, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 (2016) Experiments in newswire summarisation. Lecture Notes in Computer Science, 9626, pp. 421-435. (doi: 10.1007/978-3-319-30671-1_31)

Dinçer, B. Taner, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 (2016) Risk-Sensitive Evaluation and Learning to Rank using Multiple Baselines. In: SIGIR 2016, Pisa, Italy, 17-21 July 2016, pp. 483-492. ISBN 9781450340694 (doi: 10.1145/2911451.2911511)

Fang, Anjie, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X, Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 and Habel, Philip (2016) Examining the Coherence of the Top Ranked Tweet Topics. In: SIGIR 2016, Pisa, Italy, 17-21 July 2016, ISBN 9781450340694 (doi: 10.1145/2911451.2914731)

Fang, Anjie, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X, Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 and Habel, Philip (2016) Using Word Embedding to Evaluate the Coherence of Topics from Twitter Data. In: SIGIR 2016, Pisa, Italy, 17-21 Jul 2016, ISBN 9781450340694 (doi: 10.1145/2911451.2914729)

Lin, Jimmy, Crane, Matt, Trotman, Andrew, Callan, Jamie, Chattopadhyaya, Ishan, Foley, John, Ingersoll, Grant, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X and Vigna, Sebastiano (2016) Toward Reproducible Baselines: The Open-Source IR Reproducibility Challenge. In: ECIR 2016: 38th European Conference on Information Retrieval, Padua, Italy, 21-23 March 2016,

Manotumruksa, Jarana, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 (2016) Modelling User Preferences using Word Embeddings for Context-Aware Venue Recommendation. In: Neu-IR ’16 SIGIR Workshop on Neural Information Retrieval, Pisa, Italy, 21 Jul 2016,

Manotumruksa, Jarana, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 (2016) Predicting Contextually Appropriate Venues in Location-Based Social Networks. In: CLEF 2016: 7th Conference and Labs of the Evaluation Forum, Évora, Portugal, 5-8 Sept 2016, pp. 96-109. ISBN 9783319445632 (doi: 10.1007/978-3-319-44564-9_8)

Manotumruksa, Jarana, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 (2016) Regularising Factorised Models for Venue Recommendation using Friends and their Comments. In: CIKM 2016: 25th ACM International Conference on Information and Knowledge Management, Indianapolis, United States, 24-28 Oct 2016, ISBN 9781450340731 (doi: 10.1145/2983323.2983889)

Mccreadie, Richard ORCID: https://orcid.org/0000-0002-2751-2087, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 (2016) EAIMS: Emergency Analysis Identification and Management System. In: SIGIR 2016, Pisa, Italy, 17-21 July 2016, pp. 1101-1104. ISBN 9781450340694 (doi: 10.1145/2911451.2911460)

Moran, Sean, Mccreadie, Richard ORCID: https://orcid.org/0000-0002-2751-2087, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 (2016) Enhancing First Story Detection using Word Embeddings. In: SIGIR 2016, Pisa, Italy, 17-21 July 2016, pp. 821-824. ISBN 9781450340694 (doi: 10.1145/2911451.2914719)

Vargas, Saul, Mccreadie, Richard ORCID: https://orcid.org/0000-0002-2751-2087, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 (2016) Comparing Overall and Targeted Sentiments in Social Media during Crises. In: 10th International AAAI Conference on Web and Social Media (ICWSM 2016), Cologne, Germany, 17-20 May 2016,

Yang, Xiao, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 (2016) Using Word Embeddings in Twitter Election Classification. In: Neu-IR: The SIGIR 2016 Workshop on Neural Information Retrieval, Pisa, Italy, 21 July 2016,

Yang, Xiao, Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 and Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X (2016) Monitoring Electoral Violence through Social Media: A Machine Learning Approach. In: International Conference on Computational Social Science, Evanston, IL, USA, 24-26 Jun 2016,

2015

Freire, Ana, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X, Tonellotto, Nicola, Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 and Cacheda, Fidel (2015) Queuing theory-based latency/power tradeoff models for replicated search engines. Journal of Universal Computer Science, 21(13), pp. 1790-1809. (doi: 10.3217/jucs-021-13-1790)

Moshfeghi, Yashar, Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X, Jose, Joemon ORCID: https://orcid.org/0000-0001-9228-1759, Triantafillou, Peter, Livingston, Mark ORCID: https://orcid.org/0000-0002-8543-4670 and Thakuriah, Piyushimita (2015) UCUI'15 : Proceedings of the ACM First International Workshop on Understanding the City with Urban Informatics. ACM. ISBN 9781450337861

Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X, McCreesh, Ciaran, Miller, Alice ORCID: https://orcid.org/0000-0002-0941-1717 and Prosser, Patrick ORCID: https://orcid.org/0000-0003-4460-6912 (2015) Constructing sailing match race schedules: round-robin pairing lists. In: 21st International Conference on Principles and Practice of Constraint Programming (CP 2015), Cork, Ireland, 31 Aug -04 Sep 2015, pp. 671-686. ISBN 9783319232188 (doi: 10.1007/978-3-319-23219-5_46)

Mccreadie, Richard ORCID: https://orcid.org/0000-0002-2751-2087, Kappler, Karolin, Kaltenbrunner, Andreas, Kardara, Magdalini, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X, Soldatos, John and Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 (2015) SUPER: Towards the Use of Social Sensors for Security Assessments and Proactive Management of Emergencies. In: Proceedings of the 24th International Conference on World Wide Web, Florence, Italy, 18-22 May 2015, pp. 1217-1220. ISBN 9781450334730 (doi: 10.1145/2740908.2741723)

Limsopatham, Nut, Albakour, M-Dyaa, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 (2015) Tweeting Behaviour during Train Disruptions within a City. In: Workshop on Digital Placemaking: Augmenting Physical Places with Contextual Social Data, Oxford, 26 May 2015,

Rodrygo, L.T. Santos, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 (2015) Search result diversification. Foundations and Trends in Information Retrieval, 9(1), pp. 1-90. (doi: 10.1561/1500000040)

Albakour, M-Dyaa, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 (2015) Using Sensor Metadata Streams to Identify Topics of Local Events in the City. In: 38th Annual ACM SIGIR Conference (SIGIR 2015), Santiago, Chile, 9-13 Aug 2015, pp. 711-714. ISBN 9781450336215 (doi: 10.1145/2766462.2767837)

Catena, Matteo, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X and Tonellotto, Nicola (2015) Load-Sensitive CPU Power Management for Web Search Engines. In: 38th Annual ACM SIGIR Conference (SIGIR 2015), Santiago, Chile, 9-13 Aug 2015, pp. 751-754. ISBN 9781450336215 (doi: 10.1145/2766462.2767809)

Deveaud, Romain, Albakour, M-Dyaa, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 (2015) Experiments with a Venue-Centric Model for Personalised and Time-Aware Venue Suggestion. In: CIKM 2015: 24th ACM International Conference on Information and Knowledge Management, Melbourne, Australia, 19-23 Oct 2015, (doi: 10.1145/2806416.2806484)

Di Santo, Giovanni, McCreadie, Richard ORCID: https://orcid.org/0000-0002-2751-2087, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 (2015) Comparing Approaches for Query Autocompletion. In: 38th Annual ACM SIGIR Conference (SIGIR 2015), Santiago, Chile, 9-13 Aug 2015, pp. 775-778. ISBN 9781450336215 (doi: 10.1145/2766462.2767829)

Fang, Anjie, Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223, Habel, Philip, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X and Limsopatham, Nut (2015) Topic-centric Classification of Twitter User's Political Orientation. In: 38th Annual ACM SIGIR Conference (SIGIR 2015), Santiago, Chile, 9-13 Aug 2015, pp. 791-794. ISBN 9781450336215 (doi: 10.1145/2766462.2767833)

Kharitonov, Eugene, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X, Serdyukov, Pavel and Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 (2015) Generalized Team Draft Interleaving. In: CIKM 2015: 24th ACM International Conference on Information and Knowledge Management, Melbourne, Australia, 19-23 Oct 2015,

Kharitonov, Eugene, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X, Serdyukov, Pavel and Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 (2015) Optimised Scheduling of Online Experiments. In: 38th Annual ACM SIGIR Conference (SIGIR 2015), Santiago, Chile, 9-13 Aug 2015, pp. 453-462. ISBN 9781450336215 (doi: 10.1145/2766462.2767706)

Kharitonov, Eugene, Vorobev, Aleksandr, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X, Serdyukov, Pavel and Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 (2015) Sequential Testing for Early Stopping of Online Experiments. In: 38th Annual ACM SIGIR Conference (SIGIR 2015), Santiago, Chile, 9-13 Aug 2015, pp. 473-482. ISBN 9781450336215 (doi: 10.1145/2766462.2767729)

Limsopatham, Nut, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 (2015) Modelling the Usefulness of Document Collections for Query Expansion in Patient Search. In: CIKM 2015: 24th ACM International Conference on Information and Knowledge Management, Melbourne, Australia, 19-23 Oct 2015,

Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X, Dincer, B. Taner and Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 (2015) Transferring Learning To Rank Models for Web Search. In: ICTIR 2015: 5th ACM SIGIR International Conference on the Theory of Information Retrieval, Northampton, MA, USA, 27-30 Sep 2015, pp. 41-50. ISBN 9781450338332 (doi: 10.1145/2808194.2809463)

Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X and Renaud, Karen (2015) Experiences Implementing SQL Design Patterns in a First Year Computing Science Degree Database Course. In: TLAD 2015: 13th International Workshop on Teaching, Learning and Assessment of Databases, Birmingham UK, 3 July 2015,

Macdonald, Graham, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 (2015) Using Part-of-Speech N-grams for Sensitive-text Classification. In: ICTIR 2015: 5th ACM SIGIR International Conference on the Theory of Information Retrieval, Northampton, MA, USA, 27-30 Sep 2015, pp. 381-384. ISBN 9781450338332 (doi: 10.1145/2808194.2809496)

Mccreadie, Richard ORCID: https://orcid.org/0000-0002-2751-2087, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 (2015) Crowdsourced Rumour Identification During Emergencies. In: 24th International Conference on World Wide Web, Florence, Italy, 18-22 May 2015, pp. 965-970. ISBN 9781450334730 (doi: 10.1145/2740908.2742573)

McDonald, Graham, Deveaud, Romain, Mccreadie, Richard ORCID: https://orcid.org/0000-0002-2751-2087, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 (2015) Tweet Enrichment for Effective Dimensions Classification in Online Reputation Management. In: 9th International AAAI Conference on Web and Social Media, Oxford, UK, 26-29 May 2015, pp. 654-657.

Moshfeghi, Yashar, Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X, Jose, Joemon M. ORCID: https://orcid.org/0000-0001-9228-1759, Triantafillou, Peter, Livingston, Mark ORCID: https://orcid.org/0000-0002-8543-4670 and Thakuriah, Piyushimita (2015) UCUI'15: The 1st International Workshop on Understanding the City with Urban Informatics. In: 24th ACM International on Conference on Information and Knowledge Management (CIKM '15), Melbourne, Australia, 19-12 Oct 2015, pp. 1955-1956. ISBN 9781450337946 (doi: 10.1145/2806416.2806878)

Sebastiani, Fabrizio, Esuli, Andrea, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X, Berardi, Giacomo and Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 (2015) Semi-Automated Text Classification for Sensitivity Identification. In: CIKM 2015: 24th ACM International Conference on Information and Knowledge Management, Melbourne, Australia, 19-23 Oct 2015,

Vargas, Saul, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 (2015) Analysing Compression Techniques for In-Memory Collaborative Filtering. In: RecSys 2015 Poster Proceedings, Vienna, Austria, 16-20 Sep 2015,

2014

Deveaud, Romain, Albakour, M-Dyaa, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 (2014) On the Importance of Venue-Dependent Features for Learning to Rank Contextual Suggestions. In: CIKM '14: 23rd ACM International Conference on Conference on Information and Knowledge Management, Shanghai, China, 3-7 Nov 2014, pp. 1827-1830. ISBN 9781450325981 (doi: 10.1145/2661829.2661956)

Deveaud, Romain, Albakour, M-Dyaa, Manotumruksa, Jarana, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 (2014) SmartVenues: Recommending Popular and Personalised Venues in a City. In: CIKM '14: 23rd ACM International Conference on Conference on Information and Knowledge Management, Shanghai, China, 3-7 Nov 2014, pp. 2078-2080. (doi: 10.1145/2661829.2661855)

McCreadie, Richard, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 (2014) Incremental Update Summarization: Adaptive Sentence Selection based on Prevalence and Novelty. In: CIKM '14: 23rd ACM International Conference on Conference on Information and Knowledge Management, Shanghai, China, 3-7 Nov 2014, pp. 301-310. ISBN 9781450325981 (doi: 10.1145/2661829.2661951)

Limsopatham, Nut, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 (2014) Modelling Relevance towards Multiple Inclusion Criteria when Ranking Patients. In: CIKM '14: 23rd ACM International Conference on Conference on Information and Knowledge Management, Shanghai, China, 3-7 Nov 2014, pp. 1639-1648. ISBN 9781450325981 (doi: 10.1145/2661829.2661958)

Osborne, M. et al. (2014) Real-time detection, tracking, and monitoring of automatically discovered events in social media. In: 52nd Annual Meeting of the Association for Computational Linguistics: System Demonstrations, Baltimore, MD, USA, 23-24 Jun 2014, pp. 37-42.

Albakour, M-Dyaa, Deveaud, Romain, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 (2014) Diversifying contextual suggestions from location-based social networks. In: Information Interaction in Context Conference (IIiX), Regensburg, Germany, 26-30 Aug 2014,

Catena, Matteo, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 (2014) On inverted index compression for search engine efficiency. Lecture Notes in Computer Science, 8416, pp. 359-371. (doi: 10.1007/978-3-319-06028-6_30)

Deveaud, Romain, Albakour, M-Dyaa, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 (2014) Challenges in recommending venues within smart cities. In: ECIR 2014 Workshop on Information Access in Smart Cities (i-ASC 2014), Amsterdam, The Netherlands, 13 Apr 2014,

Dinçer, B. Taner, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 (2014) Hypothesis testing for the risk-sensitive evaluation of retrieval systems. In: 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, Gold Coast, Qld, Australia, 6-11 Jul 2014, pp. 23-32. (doi: 10.1145/2600428.2609625)

Dinçer, B. Taner, Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 and Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X (2014) Tackling biased baselines in the risk-sensitive evaluation of retrieval systems. Lecture Notes in Computer Science, 8416, pp. 26-38. (doi: 10.1007/978-3-319-06028-6_3)

Freire, Ana, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X, Tonellotto, Nicola, Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 and Cacheda, Fidel (2014) A self-adapting latency/power tradeoff model for replicated search engines. In: WSDM (Web Search and Data Mining) 2014, New York, NY, 24-28 February 2014, pp. 13-22. (doi: 10.1145/2556195.2556246)

Freire, Ana, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X, Tonellotto, Nicola, Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 and Cacheda, Fidel (2014) Towards green information retrieval: studying the suitability of queueing theory in reducing power consumption. In: CERI 2014: 3rd Spanish Conference on Information RetrievaL, A Coruña, Spain, 19-20 Jun 2014,

Mackie, Stuart, Mccreadie, Richard ORCID: https://orcid.org/0000-0002-2751-2087 and Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X (2014) Comparing algorithms for microblog summarisation. In: CLEF 2014: Conference and Labs of the Evaluation Forum, Sheffield, UK, 15-18 Sep 2014,

Mackie, Stuart, Mccreadie, Richard ORCID: https://orcid.org/0000-0002-2751-2087, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 (2014) Choosing an effective automatic evaluation metric for microblog summarisation. In: IIIX 2014, Regensburg, Germany, 26-30 Aug 2014,

Mccreadie, Richard ORCID: https://orcid.org/0000-0002-2751-2087, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X, Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 and Brassey, Jon (2014) A study of personalised medical literature search. In: CLEF 2014: Conference and Labs of the Evaluation Forum, Sheffield, UK, 15-18 Sep 2014,

McDonald, Graham, Deveaud, Romain, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X, Mccreadie, Richard ORCID: https://orcid.org/0000-0002-2751-2087, Gollins, Timothy and Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 (2014) University of Glasgow terrier team / project abaca at RepLab 2014: reputation dimensions task. In: CLEF 2014: Conference and Labs of the Evaluation Forum, Sheffield, UK, 15-18 Sep 2014,

McDonald, Graham, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X, Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 and Gollins, Timothy (2014) Towards a classifier for digital sensitivity review. Lecture Notes in Computer Science, 8416, pp. 500-506. (doi: 10.1007/978-3-319-06028-6_48)

2013

Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X, Santos, Rodrygo L. T. and Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 (2013) The whens and hows of learning to rank for web search. Information Retrieval, 16(5), pp. 584-628. (doi: 10.1007/s10791-012-9209-9)

Sakai, Tetsuya, Kando, Noriko, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X and Soboroff, Ian (2013) Introduction to the special issue on search intents and diversification. Information Retrieval, 16(4), pp. 427-428. (doi: 10.1007/s10791-013-9223-6)

Santos, Rodrygo L.T., Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 (2013) Learning to rank query suggestions for adhoc and diversity search. Information Retrieval, 16(4), pp. 429-451. (doi: 10.1007/s10791-012-9211-2)

Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X, Santos, Rodrygo L.T., Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 and He, Ben (2013) About learning models with multiple query dependent features. ACM Transactions on Information Systems, 31(3), (doi: 10.1145/2493175.2493176)

Mccreadie, R. ORCID: https://orcid.org/0000-0002-2751-2087, Macdonald, C. ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, I. ORCID: https://orcid.org/0000-0003-4701-3223 (2013) News Vertical Search: When and What to Display to Users. In: SIGIR 2013: 36th Annual ACM SIGIR Conference, Dublin, Ireland, 28th July - 1st August 2013,

Mccreadie, Richard ORCID: https://orcid.org/0000-0002-2751-2087, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 (2013) Identifying top news using crowdsourcing. Information Retrieval, 16(2), pp. 179-209. (doi: 10.1007/s10791-012-9186-z)

Tonellotto, Nicola, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 (2013) Efficient and effective retrieval using selective pruning. In: 6th ACM International Conference on Web Search and Data Mining, Rome, Italy, 6-8 February, 2013, (doi: 10.1145/2433396.2433407)

Albakour, M.-D., Macdonald, C. ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, I. ORCID: https://orcid.org/0000-0003-4701-3223 (2013) Identifying local events by using microblogs as social sensors. In: OAIR 2013, Lisbon, Portugal, 22-24 May 2013,

Broccolo, Daniele, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X, Orlando, Salvatore, Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223, Perego, Raffaele, Silvestri, Fabrizio and Tonellotto, Nicola (2013) Load-sensitive selective pruning for distributed search. In: CIKM '13: 22nd ACM International Conference on Conference on Information and Knowledge Management, San Francisco CA, USA, 27 Oct - 1 Nov 2013, pp. 379-388. (doi: 10.1145/2505515.2505699)

Broccolo, Daniele, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X, Orlando, Salvatore, Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223, Perego, Raffaele, Silvestri, Fabrizio and Tonellotto, Nicola (2013) Query Processing in Highly-Loaded Search Engines. In: 20th International Symposium on String Processing and Information Retrieval (SPIRE), Jerusalem, Israel, Oct 7-9 2013, pp. 49-55. (doi: 10.1007/978-3-319-02432-5_9)

Freire, A., Macdonald, C. ORCID: https://orcid.org/0000-0003-3143-279X, Tonellotto, N., Ounis, I. ORCID: https://orcid.org/0000-0003-4701-3223 and Cacheda, F. (2013) Hybrid query scheduling for a replicated search engine. In: 35th European Conference on Information Retrieval (ECIR 2013), Moscow, Russia, 24-27 Mar 2013, pp. 435-446. (doi: 10.1007/978-3-642-36973-5_37)

Kharitonov, E., Macdonald, C. ORCID: https://orcid.org/0000-0003-3143-279X, Serdyukov, P. and Ounis, I. ORCID: https://orcid.org/0000-0003-4701-3223 (2013) User model-based metrics for offline query suggestion evaluation. In: SIGIR 2013: 36th Annual ACM SIGIR Conference, Dublin, Ireland, 28 Jul - 01 Aug 2013,

Kharitonov, E., Macdonald, C. ORCID: https://orcid.org/0000-0003-3143-279X, Serdyukov, P. and Ounis, I. ORCID: https://orcid.org/0000-0003-4701-3223 (2013) Using historical click data to increase interleaving sensitivity. In: CIKM 2013: 22nd ACM International Conference on Information and Knowledge Management, San Francisco CA, USA, 27 Oct - 1 Nov 2013, pp. 679-688. (doi: 10.1145/2505515.2505687)

Limsopatham, N., Macdonald, C. ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, I. ORCID: https://orcid.org/0000-0003-4701-3223 (2013) Inferring conceptual relationships to improve medical records search. In: OAIR 2013, Lisbon, Portugal, 22-24 May 2013,

Limsopatham, N., Macdonald, C. ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, I. ORCID: https://orcid.org/0000-0003-4701-3223 (2013) A task-specific query and document representation for medical records search. In: 35th European Conference on Information Retrieval (ECIR 2013), Moscow, Russia, 24-27 Mar 2013, pp. 747-751. (doi: 10.1007/978-3-642-36973-5_75)

Mccreadie, R. ORCID: https://orcid.org/0000-0002-2751-2087 and Macdonald, C. ORCID: https://orcid.org/0000-0003-3143-279X (2013) Relevance in microblogs: enhancing tweet retrieval using hyperlinked documents. In: OAIR 2013, Lisbon, Portugal, 22-24 May 2013,

McCreadie, Richard ORCID: https://orcid.org/0000-0002-2751-2087, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X, Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223, Osborne, Miles and Petrovic, Sara (2013) Scalable distributed event detection for Twitter. In: 2013 IEEE International Conference on Big Data, Santa Clara, CA, USA, 6-9 Oct 2013, (doi: 10.1109/BigData.2013.6691620)

Petrovic, S., Osborne, M., Mccreadie, R. ORCID: https://orcid.org/0000-0002-2751-2087, Macdonald, C. ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, I. ORCID: https://orcid.org/0000-0003-4701-3223 (2013) Can twitter replace newswire for breaking news? In: ICWSM - 13, Boston, MA, USA, 8-10 Jul 2013,

Vargas, S., Santos, R.L.T., Macdonald, C. ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, I. ORCID: https://orcid.org/0000-0003-4701-3223 (2013) Selecting effective expansion terms for diversity. In: OAIR 2013, Lisbon, Portugal, 22-24 May 2013,

2012

Santos, R.L.T., Macdonald, C. ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, I. ORCID: https://orcid.org/0000-0003-4701-3223 (2012) On the role of novelty for search result diversification. Information Retrieval, 15(5), pp. 478-502. (doi: 10.1007/s10791-011-9180-x)

Mccreadie, Richard ORCID: https://orcid.org/0000-0002-2751-2087, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 (2012) MapReduce indexing strategies: studying scalability and efficiency. Information Processing and Management, 48(5), pp. 873-888. (doi: 10.1016/j.ipm.2010.12.003)

Freire, A., Macdonald, C. ORCID: https://orcid.org/0000-0003-3143-279X, Tonellotto, N., Ounis, I. ORCID: https://orcid.org/0000-0003-4701-3223 and Cacheda, F. (2012) Scheduling queries across replicas. In: SIGIR 2012: 35th Annual International ACM SIGIR Conference on Research and Development on Information Retrieval, Portland OR, USA, 12-16 Aug 2012, pp. 1139-1140. (doi: 10.1145/2348283.2348508)

Limsopatham, N., Macdonald, C. ORCID: https://orcid.org/0000-0003-3143-279X, Mccreadie, Richard ORCID: https://orcid.org/0000-0002-2751-2087 and Ounis, I. ORCID: https://orcid.org/0000-0003-4701-3223 (2012) Exploiting term dependence while handling negation in medical search. In: SIGIR 2012: 35th Annual International ACM SIGIR Conference on Research and Development on Information Retrieval, Portland OR, USA, 12-16 Aug 2012, pp. 1065-1066. (doi: 10.1145/2348283.2348471)

Macdonald, C. ORCID: https://orcid.org/0000-0003-3143-279X, Ounis, I. ORCID: https://orcid.org/0000-0003-4701-3223 and Tonellotto, N. (2012) Learning to predict response times for online query scheduling. In: 35th International ACM SIGIR Conference on Research and Development in Information Retrieval SIGIR 2012, Portland OR, USA, 12-16 Aug 2012, (doi: 10.1145/2348283.2348367)

Macdonald, C. ORCID: https://orcid.org/0000-0003-3143-279X, Santos, R.L.T. and Ounis, I. ORCID: https://orcid.org/0000-0003-4701-3223 (2012) On the usefulness of query features for learning to rank. In: CIKM 2012: 21st ACM International Conference on Information and Knowledge Management, Maui HI, USA, 29 Oct - 2 Nov 2012, pp. 2559-2562. (doi: 10.1145/2396761.2398691)

Macdonald, C. ORCID: https://orcid.org/0000-0003-3143-279X, Tonellotto, N. and Ounis, I. ORCID: https://orcid.org/0000-0003-4701-3223 (2012) Effect of dynamic pruning safety on learning to rank effectiveness. In: SIGIR 2012: 35th Annual International ACM SIGIR Conference on Research and Development on Information Retrieval, Portland OR, USA, 12-16 Aug 2012, pp. 1051-1052. (doi: 10.1145/2348283.2348464)

Mccreadie, Richard ORCID: https://orcid.org/0000-0002-2751-2087, Macdonald, C. ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, I. ORCID: https://orcid.org/0000-0003-4701-3223 (2012) CrowdTerrier: automatic crowdsourced relevance assessments with terrier. In: SIGIR 2012: 35th Annual International ACM SIGIR Conference on Research and Development on Information Retrieval, Portland OR, USA, 12-16 Aug 2012, p. 1005. (doi: 10.1145/2348283.2348430)

Mccreadie, Richard ORCID: https://orcid.org/0000-0002-2751-2087, Macdonald, C. ORCID: https://orcid.org/0000-0003-3143-279X, Ounis, I. ORCID: https://orcid.org/0000-0003-4701-3223, Giles, J. and Jabr, F. (2012) An examination of content farms in web search using crowdsourcing. In: CIKM 2012: 21st ACM International Conference on Information and Knowledge Management, Maui HI, USA, 29 Oct - 2 Nov 2012, pp. 2551-2554. (doi: 10.1145/2396761.2398689)

Mccreadie, Richard ORCID: https://orcid.org/0000-0002-2751-2087, Soboroff, I., Lin, J., Macdonald, C. ORCID: https://orcid.org/0000-0003-3143-279X, Ounis, I. ORCID: https://orcid.org/0000-0003-4701-3223 and McCullough, D. (2012) On building a reusable Twitter corpus. In: SIGIR 2012: 35th Annual International ACM SIGIR Conference on Research and Development on Information Retrieval, Portland OR, USA, 12-16 Aug 2012, pp. 1113-1114. (doi: 10.1145/2348283.2348495)

Santos, Rodrygo L.T., Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X, Mccreadie, Richard ORCID: https://orcid.org/0000-0002-2751-2087, Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 and Soboroff, Ian (2012) Information retrieval on the blogosphere. Foundations and Trends in Information Retrieval, 6(1), pp. 1-125. (doi: 10.1561/1500000026)

Soldatos, J., Draief, M., Macdonald, C. ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, I. ORCID: https://orcid.org/0000-0003-4701-3223 (2012) Multimedia search over integrated social and sensor networks. In: 21st International Conference Companion on World Wide Web, Lyon, France, pp. 283-286. (doi: 10.1145/2187980.2188029)

2011

Macdonald, C. ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, I. ORCID: https://orcid.org/0000-0003-4701-3223 (2011) The influence of the document ranking in expert search. Information Processing and Management, 47(3), pp. 376-390. (doi: 10.1016/j.ipm.2010.09.004)

Bouamrane, Matt-Mouley, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X, Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 and Mair, Frances ORCID: https://orcid.org/0000-0001-9780-1135 (2011) Protocol-driven searches for medical and health-sciences systematic reviews. In: Amati, Giambattista and Crestani, Fabio (eds.) Advances in Information Retrieval Theory. Series: Lecture Notes in Computer Science, 6931. Springer: Berlin, pp. 188-200. ISBN 9783642233180 (doi: 10.1007/978-3-642-23318-0_18)

Gil-Costa, V., Santos, R.L.T., Macdonald, C. ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, I. ORCID: https://orcid.org/0000-0003-4701-3223 (2011) Sparse spatial selection for novelty-based search result diversification. Lecture Notes in Computer Science, 7024, pp. 344-355. (doi: 10.1007/978-3-642-24583-1_34)

Macdonald, C ORCID: https://orcid.org/0000-0003-3143-279X, Ounis, I. ORCID: https://orcid.org/0000-0003-4701-3223 and Tonellotto, N. (2011) Upper-bound approximations for dynamic pruning. ACM Transactions on Information Systems, 29(4), pp. 1-28. (doi: 10.1145/2037661.2037662)

Macdonald, C. ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, I. ORCID: https://orcid.org/0000-0003-4701-3223 (2011) Learning models for ranking aggregates. In: European Conference in Information Retrieval (ECIR 2011), Dublin, Ireland, 18-21 April 2011, pp. 517-529. (doi: 10.1007/978-3-642-20161-5_52)

Macdonald, C. ORCID: https://orcid.org/0000-0003-3143-279X, Tonellotto, N. and Ounis, I. ORCID: https://orcid.org/0000-0003-4701-3223 (2011) On upper bounds for dynamic pruning. In: 3rd International Conference on the Theory of Information Retrieval (ICTIR 2011), Bertinoro, Italy, pp. 313-317. (doi: 10.1007/978-3-642-23318-0_29)

Mccreadie, Richard ORCID: https://orcid.org/0000-0002-2751-2087, Macdonald, C. ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, I. ORCID: https://orcid.org/0000-0003-4701-3223 (2011) A learned approach for ranking news in real-time using the blogosphere. In: 18th International Conference on String Processing and Information Retrieval (SPIRE 2011), Pisa, Italy, pp. 104-116. (doi: 10.1007/978-3-642-24583-1_11)

Santos, R.L.T., Macdonald, C. ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, I. ORCID: https://orcid.org/0000-0003-4701-3223 (2011) Aggregated search result diversification. In: 3rd International Conference on the Theory of Information Retrieval (ICTIR 2011), Bertinoro, Italy, pp. 250-261. (doi: 10.1007/978-3-642-23318-0_23)

Santos, R.L.T., Macdonald, C. ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, I. ORCID: https://orcid.org/0000-0003-4701-3223 (2011) Effectiveness beyond the first crawl tier. In: 20th ACM Conference on Information and Knowledge Management (CIKM 2011), Glasgow, UK, 24-28 October 2011, (doi: 10.1145/2063576.2063859)

Santos, R.L.T., Macdonald, C. ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, I. ORCID: https://orcid.org/0000-0003-4701-3223 (2011) Intent-aware search result diversification. In: 34th international ACM SIGIR Conference on Research and Development in Information Retrieval, Beijing, China, p. 595. (doi: 10.1145/2009916.2009997)

Tonellotto, N., Macdonald, C. ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, I. ORCID: https://orcid.org/0000-0003-4701-3223 (2011) Query efficiency prediction for dynamic pruning. In: LSDS-IR: Large-Scale and Distributed Systems for Information Retrieval 2011, Glasgow, 28 October 2011, p. 3. (doi: 10.1145/2064730.2064734)

2010

Santos, R.L.T., Macdonald, C. ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, I. ORCID: https://orcid.org/0000-0003-4701-3223 (2010) Selectively diversifying Web search results. In: Proceedings of the 19th ACM international conference on Information and knowledge management (CIKM'10), Toronto, ON, Canada, 26-30 October 2010, pp. 1179-1188. (doi: 10.1145/1871437.1871586)

Santos, R.L.T., Macdonald, C. ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, I. ORCID: https://orcid.org/0000-0003-4701-3223 (2010) Exploiting query reformulations for web search result diversification. In: 19th International Conference on World Wide Web, Raleigh NC, 26-30 April 2010, p. 881. (doi: 10.1145/1772690.1772780)

Santos, R.L.T., Peng, J., Macdonald, C. ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, I. ORCID: https://orcid.org/0000-0003-4701-3223 (2010) Explicit search result diversification through sub-queries. Lecture Notes in Computer Science, 5993, pp. 87-99. (doi: 10.1007/978-3-642-12275-0_11)

2009

Macdonald, C. ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, I. ORCID: https://orcid.org/0000-0003-4701-3223 (2009) The influence of the document ranking in expert search. In: 18th ACM Conference on Information and Knowledge Management, Hong Kong, 2-6 Nov 2009, pp. 1983-1986. (doi: 10.1145/1645953.1646282)

Macdonald, C. ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, I. ORCID: https://orcid.org/0000-0003-4701-3223 (2009) On perfect document rankings for expert search. Proceedings of the 32nd International ACM SIGIR Conference on Research and Development in Information Retrieval, pp. 740-741.

Macdonald, C. ORCID: https://orcid.org/0000-0003-3143-279X, Ounis, I. ORCID: https://orcid.org/0000-0003-4701-3223 and Soboroff, I. (2009) Is spam an issue for opinionated blog post search? In: 32nd international ACM SIGIR conference on research and development in information retrieval, Boston, USA, 19-23 Jul 2009,

Macdonald, C. and White, R.W. (2009) Usefulness of click-through data in expert search. In: 32nd international ACM SIGIR conference on research and development in information retrieval, Boston, USA, 19-23 Jul 2009, pp. 816-817. (doi: 10.1145/1571941.1572143)

Mccreadie, Richard ORCID: https://orcid.org/0000-0002-2751-2087, Macdonald, C. ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, I. ORCID: https://orcid.org/0000-0003-4701-3223 (2009) On single-pass indexing with MapReduce. Proceedings of the Annual International ACMSIGIR Conference on Research and Development in Information Retrieval, pp. 742-743.

Peng, J., Macdonald, C. ORCID: https://orcid.org/0000-0003-3143-279X, He, B. and Ounis, I. ORCID: https://orcid.org/0000-0003-4701-3223 (2009) A study of selective collection enrichment for enterprise search. In: Conference on Information and Knowledge Management, Napa Valley, California, Oct 26-30 2008, pp. 1999-2002. (doi: 10.1145/1645953.1646286)

Santos, R.L.T., He, B., Macdonald, C. ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, I. ORCID: https://orcid.org/0000-0003-4701-3223 (2009) Integrating proximity to subjective sentences for blog opinion retrieval. In: Proceedings of the 31st European Conference on Information Retrieval (ECIR 2009), Toulouse, France, 6-9 April, 2009, pp. 325-336. (doi: 10.1007/978-3-642-00958-7_30)

2008

Hannah, D., Macdonald, C. ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, I. ORCID: https://orcid.org/0000-0003-4701-3223 (2008) Analysis of link graph compression techniques. Lecture Notes in Computer Science, 4956, pp. 596-601. (doi: 10.1007/978-3-540-78646-7_62)

He, B., Macdonald, C. ORCID: https://orcid.org/0000-0003-3143-279X, He, J. and Ounis, I. ORCID: https://orcid.org/0000-0003-4701-3223 (2008) An effective statistical approach to blog post opinion retrieval. In: 17th ACM Conference on Information and Knowledge Management, Napa Valley, California, USA, 26-30 Oct 2008, p. 1063. (doi: 10.1145/1458082.1458223)

He, B., Macdonald, C. ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, I. ORCID: https://orcid.org/0000-0003-4701-3223 (2008) Ranking opinionated blog posts using OpinionFinder. In: 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, Singapore, 20-24 July 2008, pp. 727-728. (doi: 10.1145/1390334.1390473)

He, B., Macdonald, C. ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, I. ORCID: https://orcid.org/0000-0003-4701-3223 (2008) Retrieval sensitivity under training using different measures. In: 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, Singapore, 20-24 July 2008, p. 67. (doi: 10.1145/1390334.1390348)

Macdonald, C. ORCID: https://orcid.org/0000-0003-3143-279X, Hannah, D. and Ounis, I. ORCID: https://orcid.org/0000-0003-4701-3223 (2008) High quality expertise evidence for expert search. Lecture Notes in Computer Science, 4956, p. 283. (doi: 10.1007/978-3-540-78646-7_27)

Macdonald, C. ORCID: https://orcid.org/0000-0003-3143-279X, He, B., Ounis, I. ORCID: https://orcid.org/0000-0003-4701-3223 and Soboroff, I. (2008) Limits of opinion-finding baseline systems. In: SIGIR '08, Singapore, 20-24 Jul 2008, p. 747. (doi: 10.1145/1390334.1390483)

Macdonald, C. ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, I. ORCID: https://orcid.org/0000-0003-4701-3223 (2008) Expert search evaluation by supporting documents. Lecture Notes in Computer Science, 4956, pp. 555-563. (doi: 10.1007/978-3-540-78646-7_55)

Macdonald, C. ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, I. ORCID: https://orcid.org/0000-0003-4701-3223 (2008) Key blog distillation. In: 17th ACM Conference on Information and Knowledge Management, Napa Valley, California, USA, 26-30 Oct 2008, pp. 1043-1052. (doi: 10.1145/1458082.1458221)

Macdonald, C. ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, I. ORCID: https://orcid.org/0000-0003-4701-3223 (2008) Voting techniques for expert search. Knowledge and Information Systems, 16(3), pp. 259-280. (doi: 10.1007/s10115-007-0105-3)

2007

Macdonald, C. and Ounis, I. ORCID: https://orcid.org/0000-0003-4701-3223 (2007) Using relevance feedback in expert search. Lecture Notes in Computer Science, 4425, pp. 431-443. (doi: 10.1007/978-3-540-71496-5_39)

Ounis, I, Lioma, C., Macdonald, C. ORCID: https://orcid.org/0000-0003-3143-279X and Plachouras, V. (2007) Research directions in Terrier: a search engine for advanced retrieval on the Web. CEPIS Upgrade Journal, 8(1),

2006

Macdonald, C. ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, I. ORCID: https://orcid.org/0000-0003-4701-3223 (2006) The TREC Blogs06 Collection: Creating and Analysing a Blog Test Collection. Technical Report. Dept of Computing Science, University of Glasgow.

Macdonald, C. and Ounis, I. (2006) Combining fields in known-item email search. In: Proceedings of the 29th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, Seattle, Washington, USA, 6-11 August 2006, pp. 675-676. ISBN 1595933697 (doi: 10.1145/1148170.1148312)

MacDonald, C. and Ounis, I. ORCID: https://orcid.org/0000-0003-4701-3223 (2006) Voting for candidates: adapting data fusion techniques for an expert search task. In: Proceedings of the 15th ACM International Conference on Information and Knowledge Management, Arlington, Virginia, USA, 6-11 November 2006, pp. 387-396. ISBN 1595934332 (doi: 10.1145/1183614.1183671)

Macdonald, C., Plachouras, V., He, B., Lioma, C. and Ounis, I. (2006) University of Glasgow at WebCLEF 2005: experiments in per-field normalisation and language specific stemming. Lecture Notes in Computer Science, 4022, pp. 898-907. (doi: 10.1007/11878773_100)

2005

Ounis, I., Amati, G., Plachouras, V., He, B., Macdonald, C. and Johnson, D. (2005) Terrier information retrieval platform. Lecture Notes in Computer Science, 3405, pp. 517-519. (doi: 10.1007/b107096)

Articles

Yi, Zixuan, Long, Zijun ORCID: https://orcid.org/0000-0002-2008-960X, Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X and Mccreadie, Richard ORCID: https://orcid.org/0000-0002-2751-2087 (2025) Enhancing recommender systems: deep modality alignment with large multi modal encoders. ACM Transactions on Recommender Systems, (Accepted for Publication)

Liu, Dan, Young, Francesca, Lamb, Kieran D., Claudio Quiros, Adalberto, Pancheva, Alexandrina, Miller, Crispin ORCID: https://orcid.org/0000-0003-4341-1283, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X, Robertson, David L. ORCID: https://orcid.org/0000-0001-6338-0221 and Yuan, Ke ORCID: https://orcid.org/0000-0002-2318-1460 (2024) PLM-interact: extending protein language models to predict protein-protein interactions. bioRxiv, (doi: 10.1101/2024.11.05.622169)

Petrov, Aleksandr Vladimirovich and Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X (2024) Improving effectiveness by reducing overconfidence in large catalogue sequential recommendation with gBCE loss. ACM Transactions on Recommender Systems, (doi: 10.1145/3699521) (Accepted for Publication)

Kumar, Naveen ORCID: https://orcid.org/0000-0002-4765-1789, Aleksandrov, Preslav ORCID: https://orcid.org/0009-0009-5198-9983, Gao, Yingjia, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X, García, César Pascual and Georgiev, Vihar ORCID: https://orcid.org/0000-0001-6473-2508 (2024) Combinations of analytical and machine learning methods in a single simulation framework for amphoteric molecules detection. IEEE Sensors Letters, 8(7), 1501004. (doi: 10.1109/LSENS.2024.3408101)

Wu, Yaxiong, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 (2024) Personalised multi-modal interactive recommendation with hierarchical state representations. ACM Transactions on Recommender Systems, (doi: 10.1145/3651169) (Early Online Publication)

Yi, Zixuan, Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 and Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X (2024) Contrastive graph prompt-tuning for cross-domain recommendation. ACM Transactions on Information Systems, 42(2), 60. (doi: 10.1145/3618298)

Liu, Siwei, Meng, Zaiqiao ORCID: https://orcid.org/0000-0001-5374-0318, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 (2023) Graph neural pre-training for recommendation with side information. ACM Transactions on Information Systems, 41(3), 74. (doi: 10.1145/3568953)

Petrov, Aleksandr and Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X (2023) RSS: Effective and Efficient Training for Sequential Recommendation using Recency Sampling. ACM Transactions on Recommender Systems, (doi: 10.1145/3604436) (Early Online Publication)

Wang, Xiao, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X, Tonellotto, Nicola ORCID: https://orcid.org/0000-0002-7427-1001 and Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 (2023) ColBERT-PRF: Semantic pseudo-relevance feedback for dense passage and document retrieval. ACM Transactions on the Web, 17(1), 3. (doi: 10.1145/3572405)

Wang, Xi, Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 and Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X (2022) BanditProp: bandit selection of review properties for effective recommendation. ACM Transactions on the Web, 16(4), 20. (doi: 10.1145/3532859)

Wang, Xiao, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 (2022) Improving zero-shot retrieval using dense external expansion. Information Processing and Management, 59(5), 103026. (doi: 10.1016/j.ipm.2022.103026)

McDonald, Graham ORCID: https://orcid.org/0000-0002-1266-5996, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 (2022) Search results diversification for effective fair ranking in academic search. Information Retrieval Journal, 25(1), pp. 1-26. (doi: 10.1007/s10791-021-09399-z)

Meng, Zaiqiao ORCID: https://orcid.org/0000-0001-5374-0318, McCreadie, Richard ORCID: https://orcid.org/0000-0002-2751-2087, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 (2021) Variational Bayesian representation learning for grocery recommendation. Information Retrieval, 24(4-5), pp. 347-369. (doi: 10.1007/s10791-021-09397-1)

Jadidinejad, Amir H. ORCID: https://orcid.org/0000-0003-3058-9840, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 (2021) The Simpson's Paradox in the offline evaluation of recommendation systems. ACM Transactions on Information Systems, 40(1), 4. (doi: 10.1145/3458509)

Yigit-Sert, Sevgi, Altingovde, Ismail Sengor, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X, Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 and Ulusoy, Özgür (2021) Explicit diversification of search results across multiple dimensions for educational search. Journal of the Association for Information Science and Technology, 72(3), pp. 315-330. (doi: 10.1002/asi.24403)

McDonald, Graham ORCID: https://orcid.org/0000-0002-1266-5996, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 (2021) How the accuracy and confidence of sensitivity classification affects digital sensitivity review. ACM Transactions on Information Systems, 39(1), 4. (doi: 10.1145/3417334)

Muchlinski, David, Yang, Xiao, Birch, Sarah, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 (2021) We need to go deeper: measuring electoral violence using convolutional neural networks and social media. Political Science Research and Methods, 9(1), pp. 122-139. (doi: 10.1017/psrm.2020.32)

Manotumruksa, Jarana, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 (2020) A contextual recurrent collaborative filtering framework for modelling sequences of venue checkins. Information Processing and Management, 57(6), 102092. (doi: 10.1016/j.ipm.2019.102092)

Yigit-Sert, Sevgi, Altingovde, Ismail, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X, Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 and Ulusoy, Özgür (2020) Supervised approaches for explicit search result diversification. Information Processing and Management, 57(6), 102356. (doi: 10.1016/j.ipm.2020.102356)

Sanz-Cruzado, Javier ORCID: https://orcid.org/0000-0002-7829-5174, Castells, Pablo, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 (2020) Effective contact recommendation in social networks by adaptation of information retrieval models. Information Processing and Management, 57(5), 102285. (doi: 10.1016/j.ipm.2020.102285)

Tonellotto, Nicola and Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X (2020) Using an inverted index synopsis for query latency and performance prediction. ACM Transactions on Information Systems, 38(3), 29. (doi: 10.1145/3389795)

McCreadie, Richard ORCID: https://orcid.org/0000-0002-2751-2087, Rajput, Shahzad, Soboroff, Ian, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 (2019) On enhancing the robustness of timeline summarization test collections. Information Processing and Management, 56(5), pp. 1815-1836. (doi: 10.1016/j.ipm.2019.02.006)

de Lira, Vinicius Monteiro, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X, Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223, Perego, Raffaele, Renso, Chiara and Times, Valeria Cesario (2019) Event attendance classification in social media. Information Processing and Management, 56(3), pp. 687-703. (doi: 10.1016/j.ipm.2018.11.001)

Fang, Anjie, Habel, Philip, Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 and Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X (2019) Votes on Twitter: assessing candidate preferences and topics of discussion during the 2016 U.S. presidential election. SAGE Open, 9(1), (doi: 10.1177/2158244018791653)

Tonellotto, Nicola, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 (2018) Efficient query processing for scalable web search. Foundations and Trends in Information Retrieval, 12(4-5), pp. 319-500. (doi: 10.1561/1500000057)

Smith, Karin Sim, McCreadie, Richard ORCID: https://orcid.org/0000-0002-2751-2087, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 (2018) Regional sentiment bias in social media reporting during crises. Information Systems Frontiers, 50(5), pp. 1013-1025. (doi: 10.1007/s10796-018-9827-x)

McCreadie, Richard ORCID: https://orcid.org/0000-0002-2751-2087, Santos, Rodrygo L.T., Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 (2018) Explicit diversification of event aspects for temporal summarization. ACM Transactions on Information Systems, 36(3), 25. (doi: 10.1145/3158671)

Yang, Xiao, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 (2018) Using word embeddings in Twitter election classification. Information Retrieval, 21(2-3), pp. 183-207. (doi: 10.1007/s10791-017-9319-5)

Azzopardi, Leif, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X, Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 and Halvey, Martin (2017) Report on the Information Retrieval Festival (IRFest2017). ACM SIGIR Forum, 51(1), pp. 12-28. (doi: 10.1145/3130332.3130336)

Mackie, Stuart, McCreadie, Richard ORCID: https://orcid.org/0000-0002-2751-2087, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 (2016) Experiments in newswire summarisation. Lecture Notes in Computer Science, 9626, pp. 421-435. (doi: 10.1007/978-3-319-30671-1_31)

Freire, Ana, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X, Tonellotto, Nicola, Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 and Cacheda, Fidel (2015) Queuing theory-based latency/power tradeoff models for replicated search engines. Journal of Universal Computer Science, 21(13), pp. 1790-1809. (doi: 10.3217/jucs-021-13-1790)

Rodrygo, L.T. Santos, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 (2015) Search result diversification. Foundations and Trends in Information Retrieval, 9(1), pp. 1-90. (doi: 10.1561/1500000040)

Catena, Matteo, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 (2014) On inverted index compression for search engine efficiency. Lecture Notes in Computer Science, 8416, pp. 359-371. (doi: 10.1007/978-3-319-06028-6_30)

Dinçer, B. Taner, Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 and Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X (2014) Tackling biased baselines in the risk-sensitive evaluation of retrieval systems. Lecture Notes in Computer Science, 8416, pp. 26-38. (doi: 10.1007/978-3-319-06028-6_3)

McDonald, Graham, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X, Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 and Gollins, Timothy (2014) Towards a classifier for digital sensitivity review. Lecture Notes in Computer Science, 8416, pp. 500-506. (doi: 10.1007/978-3-319-06028-6_48)

Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X, Santos, Rodrygo L. T. and Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 (2013) The whens and hows of learning to rank for web search. Information Retrieval, 16(5), pp. 584-628. (doi: 10.1007/s10791-012-9209-9)

Sakai, Tetsuya, Kando, Noriko, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X and Soboroff, Ian (2013) Introduction to the special issue on search intents and diversification. Information Retrieval, 16(4), pp. 427-428. (doi: 10.1007/s10791-013-9223-6)

Santos, Rodrygo L.T., Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 (2013) Learning to rank query suggestions for adhoc and diversity search. Information Retrieval, 16(4), pp. 429-451. (doi: 10.1007/s10791-012-9211-2)

Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X, Santos, Rodrygo L.T., Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 and He, Ben (2013) About learning models with multiple query dependent features. ACM Transactions on Information Systems, 31(3), (doi: 10.1145/2493175.2493176)

Mccreadie, Richard ORCID: https://orcid.org/0000-0002-2751-2087, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 (2013) Identifying top news using crowdsourcing. Information Retrieval, 16(2), pp. 179-209. (doi: 10.1007/s10791-012-9186-z)

Santos, R.L.T., Macdonald, C. ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, I. ORCID: https://orcid.org/0000-0003-4701-3223 (2012) On the role of novelty for search result diversification. Information Retrieval, 15(5), pp. 478-502. (doi: 10.1007/s10791-011-9180-x)

Mccreadie, Richard ORCID: https://orcid.org/0000-0002-2751-2087, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 (2012) MapReduce indexing strategies: studying scalability and efficiency. Information Processing and Management, 48(5), pp. 873-888. (doi: 10.1016/j.ipm.2010.12.003)

Santos, Rodrygo L.T., Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X, Mccreadie, Richard ORCID: https://orcid.org/0000-0002-2751-2087, Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 and Soboroff, Ian (2012) Information retrieval on the blogosphere. Foundations and Trends in Information Retrieval, 6(1), pp. 1-125. (doi: 10.1561/1500000026)

Macdonald, C. ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, I. ORCID: https://orcid.org/0000-0003-4701-3223 (2011) The influence of the document ranking in expert search. Information Processing and Management, 47(3), pp. 376-390. (doi: 10.1016/j.ipm.2010.09.004)

Gil-Costa, V., Santos, R.L.T., Macdonald, C. ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, I. ORCID: https://orcid.org/0000-0003-4701-3223 (2011) Sparse spatial selection for novelty-based search result diversification. Lecture Notes in Computer Science, 7024, pp. 344-355. (doi: 10.1007/978-3-642-24583-1_34)

Macdonald, C ORCID: https://orcid.org/0000-0003-3143-279X, Ounis, I. ORCID: https://orcid.org/0000-0003-4701-3223 and Tonellotto, N. (2011) Upper-bound approximations for dynamic pruning. ACM Transactions on Information Systems, 29(4), pp. 1-28. (doi: 10.1145/2037661.2037662)

Santos, R.L.T., Peng, J., Macdonald, C. ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, I. ORCID: https://orcid.org/0000-0003-4701-3223 (2010) Explicit search result diversification through sub-queries. Lecture Notes in Computer Science, 5993, pp. 87-99. (doi: 10.1007/978-3-642-12275-0_11)

Macdonald, C. ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, I. ORCID: https://orcid.org/0000-0003-4701-3223 (2009) On perfect document rankings for expert search. Proceedings of the 32nd International ACM SIGIR Conference on Research and Development in Information Retrieval, pp. 740-741.

Mccreadie, Richard ORCID: https://orcid.org/0000-0002-2751-2087, Macdonald, C. ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, I. ORCID: https://orcid.org/0000-0003-4701-3223 (2009) On single-pass indexing with MapReduce. Proceedings of the Annual International ACMSIGIR Conference on Research and Development in Information Retrieval, pp. 742-743.

Hannah, D., Macdonald, C. ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, I. ORCID: https://orcid.org/0000-0003-4701-3223 (2008) Analysis of link graph compression techniques. Lecture Notes in Computer Science, 4956, pp. 596-601. (doi: 10.1007/978-3-540-78646-7_62)

Macdonald, C. ORCID: https://orcid.org/0000-0003-3143-279X, Hannah, D. and Ounis, I. ORCID: https://orcid.org/0000-0003-4701-3223 (2008) High quality expertise evidence for expert search. Lecture Notes in Computer Science, 4956, p. 283. (doi: 10.1007/978-3-540-78646-7_27)

Macdonald, C. ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, I. ORCID: https://orcid.org/0000-0003-4701-3223 (2008) Expert search evaluation by supporting documents. Lecture Notes in Computer Science, 4956, pp. 555-563. (doi: 10.1007/978-3-540-78646-7_55)

Macdonald, C. ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, I. ORCID: https://orcid.org/0000-0003-4701-3223 (2008) Voting techniques for expert search. Knowledge and Information Systems, 16(3), pp. 259-280. (doi: 10.1007/s10115-007-0105-3)

Macdonald, C. and Ounis, I. ORCID: https://orcid.org/0000-0003-4701-3223 (2007) Using relevance feedback in expert search. Lecture Notes in Computer Science, 4425, pp. 431-443. (doi: 10.1007/978-3-540-71496-5_39)

Ounis, I, Lioma, C., Macdonald, C. ORCID: https://orcid.org/0000-0003-3143-279X and Plachouras, V. (2007) Research directions in Terrier: a search engine for advanced retrieval on the Web. CEPIS Upgrade Journal, 8(1),

Macdonald, C., Plachouras, V., He, B., Lioma, C. and Ounis, I. (2006) University of Glasgow at WebCLEF 2005: experiments in per-field normalisation and language specific stemming. Lecture Notes in Computer Science, 4022, pp. 898-907. (doi: 10.1007/11878773_100)

Ounis, I., Amati, G., Plachouras, V., He, B., Macdonald, C. and Johnson, D. (2005) Terrier information retrieval platform. Lecture Notes in Computer Science, 3405, pp. 517-519. (doi: 10.1007/b107096)

Books

Moshfeghi, Yashar, Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X, Jose, Joemon ORCID: https://orcid.org/0000-0001-9228-1759, Triantafillou, Peter, Livingston, Mark ORCID: https://orcid.org/0000-0002-8543-4670 and Thakuriah, Piyushimita (2015) UCUI'15 : Proceedings of the ACM First International Workshop on Understanding the City with Urban Informatics. ACM. ISBN 9781450337861

Book Sections

Yi, Zixuan, Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 and Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X (2023) Contrastive Graph Learning with Positional Representation for Recommendation. In: Advances in Information Retrieval. Lecture Notes in Computer Science: 45th European Conference on Information Retrieval, ECIR 2023, Dublin, Ireland, April 2–6, 2023, Proceedings, Part II. Springer: Cham, pp. 288-303. ISBN 9783031282386 (doi: 10.1007/978-3-031-28238-6_19)

McCreadie, Richard ORCID: https://orcid.org/0000-0002-2751-2087, Perakis, Konstantinos, Srikrishna, Maanasa, Droukas, Nikolaos, Pitsios, Stamatis, Prokopaki, Georgia, Perdikouri, Eleni, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 (2022) Next-Generation Personalized Investment Recommendations. In: Soldatos, John and Kyriazis, Dimosthenis (eds.) Big Data and Artificial Intelligence in Digital Finance: Increasing Personalization and Trust in Digital Finance using Big Data and AI. Springer: Cham, pp. 171-198. ISBN 9783030945893 (doi: 10.1007/978-3-030-94590-9_10)

Mccreadie, R. et al. (2021) Leveraging data-driven infrastructure management to facilitate AIOps for big data applications and operations. In: Curry, Edward, Auer, Sören, Berre, Arne J., Metzger, Andreas, Perez, Maria S. and Zillner, Sonja (eds.) Technologies and Applications for Big Data Value. Springer: Cham, pp. 135-158. ISBN 9783030783068 (doi: 10.1007/978-3-030-78307-5_7)

Mccreadie, Richard ORCID: https://orcid.org/0000-0002-2751-2087, Albakour, Dyaa, Manotumruksa, Jarana, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 (2016) Searching the Internet of Things. In: John, Soldatos (ed.) Building Blocks for IoT Analytics. River Publishers, pp. 39-80. ISBN 9788793519039 (doi: 10.13052/rp-9788793519046)

Bouamrane, Matt-Mouley, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X, Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 and Mair, Frances ORCID: https://orcid.org/0000-0001-9780-1135 (2011) Protocol-driven searches for medical and health-sciences systematic reviews. In: Amati, Giambattista and Crestani, Fabio (eds.) Advances in Information Retrieval Theory. Series: Lecture Notes in Computer Science, 6931. Springer: Berlin, pp. 188-200. ISBN 9783642233180 (doi: 10.1007/978-3-642-23318-0_18)

Research Reports or Papers

Macdonald, C. ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, I. ORCID: https://orcid.org/0000-0003-4701-3223 (2006) The TREC Blogs06 Collection: Creating and Analysing a Blog Test Collection. Technical Report. Dept of Computing Science, University of Glasgow.

Conference or Workshop Item

Petrov, Aleksandr Vladimirovich and Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X (2024) Aligning GPTRec with Beyond-Accuracy Goals with Reinforcement Learning. The Web Conference 2024, Singapore, 13-17 May 2024.

Fang, Jinyuan, Meng, Zaiqiao ORCID: https://orcid.org/0000-0001-5374-0318 and Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X (2024) Enhancing Late Interaction with Informative Entities for Passage Retrieval. 46th European Conference on Information Retrieval (ECIR 2024): The First Knowledge-Enhanced Information Retrieval Workshop (KEIR@ECIR 2024), Glasgow, Scotland, 24-28 March 2024.

Sanz-Cruzado, Javier ORCID: https://orcid.org/0000-0002-7829-5174, Mccreadie, Richard ORCID: https://orcid.org/0000-0002-2751-2087, Droukas, Nikolaos, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 (2022) On Transaction-Based Metrics as a Proxy for Profitability of Financial Asset Recommendations. 3rd Workshop on Personalization & Recommender Systems in Financial Services, Seattle, WA, USA, 18-23 Sep 2022.

McDonald, Graham ORCID: https://orcid.org/0000-0002-1266-5996, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 (2019) The FACTS of Technology-Assisted Sensitivity Review. Workshop on Fairness, Accountability, Confidentiality, Transparency, and Safety in Information Retrieval (FACTS-IR (SIGIR'19 Workshop)), Paris, France, 25 Jul 2019.

Conference Proceedings

Tian, Fangzheng ORCID: https://orcid.org/0009-0000-3282-0220, Fang, Jinyuan, Ganguly, Debasis ORCID: https://orcid.org/0000-0003-0050-7138, Meng, Zaiqiao ORCID: https://orcid.org/0000-0001-5374-0318 and Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X (2025) Am I on the Right Track? What Can Predicted Query Performance Tell Us about the Search Behaviour of Agentic RAG. In: IR-RAG Workshop at SIGIR 2025, Padua, Italy, 17 July 2025, (Accepted for Publication)

Fang, Jinyuan, Meng, Zaiqiao ORCID: https://orcid.org/0000-0001-5374-0318 and Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X (2025) KiRAG: Knowledge-Driven Iterative Retriever for Enhancing Retrieval-Augmented Generation. In: 63rd Annual Meeting of the Association for Computational Linguistics (ACL 2025), Vienna, Austria, 27 July - 1 Aug 2025, (Accepted for Publication)

Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X, Fang, Jinyuan, Parry, Andrew and Meng, Zaiqiao ORCID: https://orcid.org/0000-0001-5374-0318 (2025) Constructing and Evaluating Declarative RAG Pipelines in PyTerrier. In: 48th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2025), Padua, Italy, 13-17 July 2025, (Accepted for Publication)

McKechnie, Jack ORCID: https://orcid.org/0000-0002-1509-9248, McDonald, Graham ORCID: https://orcid.org/0000-0002-1266-5996 and Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X (2025) Measuring Hypothesis Testing Errors in the Evaluation of Retrieval Systems. In: 48th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2025), Padua, Italy, 13-17 July 2025, (Accepted for Publication)

Petrov, Aleksandr V., Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X and Tonellotto, Nicola ORCID: https://orcid.org/0000-0002-7427-1001 (2025) Efficient Recommendation with Millions of Items by Dynamic Pruning of Sub-Item Embeddings. In: 48th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2025), Padua, Italy, 13-17 July 2025, (Accepted for Publication)

Tian, Fangzheng ORCID: https://orcid.org/0009-0000-3282-0220, Ganguly, Debasis ORCID: https://orcid.org/0000-0003-0050-7138 and Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X (2025) Revisiting Query Variants: The Advantage of Retrieval Over Generation of Query Variants for Effective QPP. In: QPP++ Workshop at ECIR 2025, Lucca, Italy, 10 April 2025, (Accepted for Publication)

MacAvaney, Sean ORCID: https://orcid.org/0000-0002-8914-2659 and Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X (2025) On Precomputation and Caching in Information Retrieval Experiments with Pipeline Architectures. In: 2nd International Workshop on Open Web Search (WOWS), Lucca, Italy, 6-10 April 2025, (Accepted for Publication)

McKechnie, Jack ORCID: https://orcid.org/0000-0002-1509-9248, McDonald, Graham ORCID: https://orcid.org/0000-0002-1266-5996 and Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X (2024) Context Example Selection For LLM Generated Relevance Assessments. In: 47th European Conference on Information Retrieval (ECIR 2025), Lucca, Italy, 06-10 Apr 2025, (Accepted for Publication)

Mueller, Ariane and Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X (2024) Semantically Proportioned nDCG for Explaining ColBERT’s Learning Process. In: 47th European Conference on Information Retrieval (ECIR 2025), Lucca, Italy, 06-10 Apr 2025, (Accepted for Publication)

Tian, Fangzheng ORCID: https://orcid.org/0009-0000-3282-0220, Ganguly, Debasis ORCID: https://orcid.org/0000-0003-0050-7138 and Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X (2024) Is Relevance Propagated from Retriever to Generator in RAG? In: 47th European Conference on Information Retrieval (ECIR 2025), Lucca, Italy, 06-10 Apr 2025, (Accepted for Publication)

Abbattista, Davide, Anelli, Vito Walter, Di Noia, Tommaso, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X and Petrov, Aleksandr (2024) Enhancing Sequential Music Recommendation with Personalized Popularity Awareness. In: 18th ACM Conference on Recommender Systems, Bari, Italy, 14-18 Oct 2024, pp. 1168-1173. ISBN 9798400705052 (doi: 10.1145/3640457.3691719)

Petrov, Aleksandr V., Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X and Tonellotto, Nicola ORCID: https://orcid.org/0000-0002-7427-1001 (2024) Efficient Inference of Sub-Item Id-based Sequential Recommendation Models with Millions of Items. In: 18th ACM Conference on Recommender Systems, Bari, Italy, 14-18 Oct 2024, pp. 912-917. ISBN 97984007-05052 (doi: 10.1145/3640457.3688168)

Fang, Jinyuan, Meng, Zaiqiao ORCID: https://orcid.org/0000-0001-5374-0318 and Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X (2024) TRACE the Evidence: Constructing Knowledge-Grounded Reasoning Chains for Retrieval-Augmented Generation. In: Empirical Methods in Natural Language Processing Conference 2024, Miami, FL, USA, 12-16 Nov 2024, (Accepted for Publication)

Vlachou, Maria and Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X (2024) Coherence-based Query Performance Measures for Dense Retrieval. In: The 10th ACM SIGIR / The 14th International Conference on the Theory of Information Retrieval, Washington D.C., USA, July 13 2024, pp. 15-24. ISBN 9798400706813 (doi: 10.1145/3664190.3672518)

Petrov, Aleksandr V. and Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X (2024) gSASRec: Reducing Overconfidence in Sequential Recommendation Trained with Negative Sampling (Extended Abstract). In: Thirty-Third International Joint Conference on Artificial Intelligence, Jeju, Korea, 3-9 Aug 2024, pp. 8447-8449. ISBN 9781956792041 (doi: 10.24963/ijcai.2024/939)

McKechnie, Jack ORCID: https://orcid.org/0000-0002-1509-9248, McDonald, Graham ORCID: https://orcid.org/0000-0002-1266-5996 and Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X (2024) Bi-Objective Negative Sampling for Sensitivity-Aware Search. In: 47th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2024), Washington D.C., USA, 14-18 July 2024, pp. 2296-2300. ISBN 9798400704314 (doi: 10.1145/3626772.3657895)

Chang, Xuejun, Mishra, Debra, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X and MacAvaney, Sean ORCID: https://orcid.org/0000-0002-8914-2659 (2024) Neural Passage Quality Estimation for Static Pruning. In: 47th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2024), Washington D.C., USA, 14-18 July 2024, pp. 174-185. ISBN 9798400704314 (doi: 10.1145/3626772.3657765)

Fang, Jinyuan, Meng, Zaiqiao ORCID: https://orcid.org/0000-0001-5374-0318 and Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X (2024) REANO: Optimising Retrieval-Augmented Reader Models through Knowledge Graph Generation. In: 62nd Annual Meeting of the Association for Computational Linguistics (ACL 2024), Bangkok, Thailand, 11-16 Aug 2024, (Accepted for Publication)

Meng, Zeyuan, Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X and Yi, Zixuan (2024) Knowledge Graph Cross-View Contrastive Learning for Recommendation. In: 46th European Conference on Information Retrieval (ECIR2024), Glasgow, Scotland, 24-28 March 2024, pp. 3-18. ISBN 9783031560620 (doi: 10.1007/978-3-031-56063-7_1)

Petrov, Aleksandr V. and Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X (2024) RecJPQ: Training Large-Catalogue Sequential Recommenders. In: 17th ACM International Conference on Web Search and Data Mining, Merida, Mexico, 04-08 Mar 2024, pp. 538-547. ISBN 9798400703713 (doi: 10.1145/3616855.3635821)

Frayling, Erlend, MacAvaney, Sean ORCID: https://orcid.org/0000-0002-8914-2659, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 (2023) Effective Adhoc Retrieval through Traversal of a Query-Document Graph. In: 46th European Conference on Information Retrieval (ECIR2024), Glasgow, Scotland, 24-28 March 2024, (Accepted for Publication)

Petrov, Aleksandr V., MacAvaney, Sean ORCID: https://orcid.org/0000-0002-8914-2659 and Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X (2023) Shallow Cross-Encoders for Low-Latency Retrieval. In: 46th European Conference on Information Retrieval (ECIR2024), Glasgow, Scotland, 24-28 March 2024, (Accepted for Publication)

Kongyoung, Sarawoot, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 (2023) Multi-Task Learning of Query Generation and Classification for Generative Conversational Question Rewriting. In: 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP 2023), Singapore, 6-10 Dec 2023, pp. 13667-13678. (doi: 10.18653/v1/2023.findings-emnlp.913)

Fang, Jinyuan, Meng, Zaiqiao ORCID: https://orcid.org/0000-0001-5374-0318 and Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X (2023) KGPR: Knowledge Graph Enhanced Passage Ranking. In: 32nd ACM International Conference on Information and Knowledge Management, Birmingham, UK, 21-25 Oct 2023, pp. 3880-3885. ISBN 9798400701245 (doi: 10.1145/3583780.3615252)

Petrov, Aleksandr V. and Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X (2023) gSASRec: Reducing Overconfidence in Sequential Recommendation Trained with Negative Sampling. In: 17th ACM Conference on Recommender Systems (RecSys 2023), Singapore, 18-22 Sept 2023, pp. 116-128. ISBN 9798400702419 (doi: 10.1145/3604915.3608783)

Wu, Yaxiong, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 (2023) Goal-Oriented Multi-Modal Interactive Recommendation with Verbal and Non-Verbal Relevance Feedback. In: 17th ACM Conference on Recommender Systems (RecSys 2023), Singapore, 18-22 Sept 2023, pp. 362-373. ISBN 9798400702419 (doi: 10.1145/3604915.3608775)

Acquavia, Antonio, Tonellotto, Nicola ORCID: https://orcid.org/0000-0002-7427-1001 and Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X (2023) Static Pruning for Multi-Representation Dense Retrieval. In: 23rd ACM Symposium on Document Engineering (DocEng'23), Limerick, Ireland, 22-25 Aug 2023, ISBN 9798400700279 (doi: 10.1145/3573128.3604896)

Wang, Xiao, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X, Tonellotto, Nicola ORCID: https://orcid.org/0000-0002-7427-1001 and Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 (2023) Reproducibility, Replicability, and Insights into Dense Multi-Representation Retrieval Models: from ColBERT to Col*. In: 46th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR23), Taipei, Taiwan, 23-27 July 2023, pp. 2552-2561. ISBN 9781450394086 (doi: 10.1145/3539618.3591916)

Wang, Xiao, MacAvaney, Sean ORCID: https://orcid.org/0000-0002-8914-2659, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 (2023) Effective Contrastive Weighting for Dense Query Expansion. In: 61st Annual Meeting of the Association for Computational Linguistics (ACL '23), Toronto, Canada, 9-14 July 2023, pp. 12688-12704. (doi: 10.18653/v1/2023.acl-long.710)

Petrov, Aleksandr V. and Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X (2023) Generative Sequential Recommendation with GPTRec. In: Gen-IR @ SIGIR 2023 Workshop, Taipei, Taiwan, 27 July 2023, (Accepted for Publication)

Wang, Xiao, MacAvaney, Sean ORCID: https://orcid.org/0000-0002-8914-2659, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 (2023) Generative Query Reformulation for Effective Adhoc Search. In: Gen-IR @ SIGIR 2023 Workshop, Taipei, Taiwan, 27 July 2023, (Accepted for Publication)

Gospodinov, Mitko, MacAvaney, Sean ORCID: https://orcid.org/0000-0002-8914-2659 and Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X (2023) Doc2Query--: When Less is More. In: 45th European Conference on Information Retrieval (ECIR'23), Dublin, Ireland, 02-06 Apr 2023, pp. 414-422. ISBN 9783031282379 (doi: 10.1007/978-3-031-28238-6_31)

Kongyoung, Sarawoot, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 (2023) monoQA: Multi-Task Learning of Reranking and Answer Extraction for Open-Retrieval Conversational Question Answering. In: 2022 Conference on Empirical Methods in Natural Language Processing (EMNLP), Abu Dhabi, 7-11 December 2022, pp. 7207-7218.

MacAvaney, Sean ORCID: https://orcid.org/0000-0002-8914-2659, Tonellotto, Nicola ORCID: https://orcid.org/0000-0002-7427-1001 and Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X (2022) Adaptive Re-Ranking with a Corpus Graph. In: 31st ACM International Conference on Information and Knowledge Management (CIKM '22), Atlanta, Georgia, USA, 17-21 October 2022, pp. 1491-1500. ISBN 9781450392365 (doi: 10.1145/3511808.3557231)

MacAvaney, Sean ORCID: https://orcid.org/0000-0002-8914-2659, Tonellotto, Nicola and Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X (2022) Adaptive Re-Ranking as an Information-Seeking Agent. In: First Workshop on Proactive and Agent-Supported Information Retrieval (PASIR 2022), 17-21 October 2022, Atlanta, GA, USA,

Wu, Yaxiong, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 (2022) Multimodal Conversational Fashion Recommendation with Positive and Negative Natural-Language Feedback. In: CUI 2022, Glasgow, UK, 26-28 Jul 2022, p. 6. ISBN 9781450397391 (doi: 10.1145/3543829.3543837)

Petrov, Aleksandr and Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X (2022) Effective and Efficient Training for Sequential Recommendation using Recency Sampling. In: ACM Conference on Recommender Systems (RecSys 2022), Seattle, USA, 18-23 Sep 2022, pp. 81-91. ISBN 9781450392785 (doi: 10.1145/3523227.3546785)

Petrov, Aleksandr and Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X (2022) A Systematic Review and Replicability Study of BERT4Rec for Sequential Recommendation. In: ACM Conference on Recommender Systems (RecSys 2022), Seattle, USA, 18-23 Sep 2022, pp. 436-447. ISBN 9781450392785 (doi: 10.1145/3523227.3548487)

Wu, Yaxiong, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 (2022) Multi-Modal Dialog State Tracking for Interactive Fashion Recommendation. In: ACM Conference on Recommender Systems (RecSys 2022), Seattle, USA, 18-23 Sep 2022, pp. 124-133. ISBN 9781450392785 (doi: 10.1145/3523227.3546774)

Vlachou, Maria and Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X (2022) Performance Predictors for Conversational Fashion Recommendation. In: 4th Edition of Knowledge-aware and Conversational Recommender Systems (KaRS) Workshop @ RecSys 2022, Seattle, WA, USA, 18-23rd Sept 2022, pp. 91-100.

Liu, Siwei, Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 and Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X (2022) An MLP-based Algorithm for Efficient Contrastive Graph Recommendations. In: SIGIR 2022: 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, 11-15 Jul 2022, pp. 2431-2436. ISBN 9781450387323 (doi: 10.1145/3477495.3531874)

MacAvaney, Sean ORCID: https://orcid.org/0000-0002-8914-2659 and Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X (2022) A Python Interface to PISA! In: SIGIR 2022: 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, 11-15 Jul 2022, pp. 3339-3344. ISBN 9781450387323 (doi: 10.1145/3477495.3531656)

Wang, Xiao, MacAvaney, Sean ORCID: https://orcid.org/0000-0002-8914-2659, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 (2022) An Inspection of the Reproducibility and Replicability of TCT-ColBERT. In: SIGIR 2022: 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, 11-15 Jul 2022, pp. 2790-2800. ISBN 9781450387323 (doi: 10.1145/3477495.3531721)

Yi, Zixuan, Wang, Xi, Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 and Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X (2022) Multi-modal Graph Contrastive Learning for Micro-video Recommendation. In: SIGIR 2022: 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, 11-15 Jul 2022, pp. 1807-1811. ISBN 9781450387323 (doi: 10.1145/3477495.3532027)

MacAvaney, Sean ORCID: https://orcid.org/0000-0002-8914-2659, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 (2022) Reproducing Personalised Session Search over the AOL Query Log. In: 44th European Conference on Information Retrieval (ECIR 2022), Stavanger, Norway, 10-14 Apr 2022, pp. 627-640. ISBN 9783030997359 (doi: 10.1007/978-3-030-99736-6_42)

MacAvaney, Sean ORCID: https://orcid.org/0000-0002-8914-2659, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 (2022) Streamlining Evaluation with ir-measures. In: 44th European Conference on Information Retrieval (ECIR 2022), Stavanger, Norway, 10-14 Apr 2022, pp. 305-310. ISBN 9783030997359 (doi: 10.1007/978-3-030-99739-7_38)

Wang, Xi, Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 and Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X (2022) Effective Rating Prediction Using an Attention-Based User Review Sentiment Model. In: 44th European Conference on Information Retrieval (ECIR 2022), Stavanger, Norway, 10-14 Apr 2022, pp. 487-501. ISBN 9783030997366 (doi: 10.1007/978-3-030-99736-6_33)

Frayling, Erlend, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X, McDonald, Graham ORCID: https://orcid.org/0000-0002-1266-5996 and Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 (2022) Using Entities in Knowledge Graph Hierarchies to Classify Sensitive Information. In: 13th International Conference of the CLEF Association (CLEF 2022), Bologna, Italy, 5-8 Sept 2022, pp. 125-132. ISBN 9783031136429 (doi: 10.1007/978-3-031-13643-6_10)

Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X, Tonellotto, Nicola ORCID: https://orcid.org/0000-0002-7427-1001, MacAvaney, Sean ORCID: https://orcid.org/0000-0002-8914-2659 and Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 (2021) PyTerrier: Declarative Experimentation in Python from BM25 to Dense Retrieval. In: 30th ACM International Conference on Information and Knowledge Management, Virtual Event Queensland, Australia, 01-05 Nov 2021, pp. 4526-4533. ISBN 9781450384469 (doi: 10.1145/3459637.3482013)

Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X and Tonellotto, Nicola ORCID: https://orcid.org/0000-0002-7427-1001 (2021) On Approximate Nearest Neighbour Selection for Multi-Stage Dense Retrieval. In: 30th ACM International Conference on Information and Knowledge Management, 01-05 Nov 2021, pp. 3318-3322. ISBN 9781450384469 (doi: 10.1145/3459637.3482156)

Tonellotto, Nicola ORCID: https://orcid.org/0000-0002-7427-1001 and Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X (2021) Query Embedding Pruning for Dense Retrieval. In: 30th ACM International Conference on Information and Knowledge Management, Virtual Event Queensland, Australia, 01-05 Nov 2021, pp. 3453-3457. ISBN 9781450384469 (doi: 10.1145/3459637.3482162)

Wu, Yaxiong, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X and Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 (2021) Partially Observable Reinforcement Learning for Dialog-based Interactive Recommendation. In: 15th ACM Conference on Recommender Systems (RecSys21), Amsterdam, The Netherlands, 27 Sep - 01 Oct 2021, pp. 241-251. (doi: 10.1145/3460231.3474256)

Wang, Xiao, Macdonald, Craig ORCID: https://orcid.org/0000-0003-3143-279X, Tonellotto, Nicola ORCID: https://orcid.org/0000-0002-7427-1001 and Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223 (2021) Pseudo-Relevance Feedback for Multiple Representation Dense Retrieval. In: 7th ACM SIGIR International Conference on the Theory of Information Retrieval (ICTIR 2021), 11 Jul 2021, pp. 297-306. ISBN 9781450386111 (doi: 10.1145/3471158.3472250)