Dr Debasis Ganguly

  • Lecturer in Data Science (School of Computing Science)

Publications

List by: Type | Date

Jump to: 2023 | 2022 | 2021
Number of items: 23.

2023

Chandra, M., Ganguly, D. , Saha, T. and Ounis, I. (2023) 'Choose Your Data Wisely’: Active Learning based Selection with Multi-Objective Optimisation for Mitigating Stereotypes. In: 32nd ACM International Conference on Information and Knowledge Management (CIKM 2023), Birmingham, UK, 21-25 Oct 2023, (Accepted for Publication)

Ghosh, M., Ganguly, D. , Basuchowdhuri, P. and Kumar Naskar, S. (2023) Extracting Methodology Components from AI Research Papers: A Data-driven Factored Sequence Labeling Approach. In: 32nd ACM International Conference on Information and Knowledge Management (CIKM 2023), Birmingham, UK, 21-25 Oct 2023, (Accepted for Publication)

Saha, T., Ganguly, D. , Saha, S. and Mitra, P. (2023) Large Language Models' Interpretability and Trustworthiness (LLMIT). In: 32nd ACM International Conference on Information and Knowledge Management (CIKM 2023), Birmingham, UK, 21-25 Oct 2023, (Accepted for Publication)

Ganguly, D. and Yilmaz, E. (2023) Query-specific Variable Depth Pooling via Query Performance Prediction. In: 46th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR23), Taipei, Taiwan, 23-27 July 2023, (Accepted for Publication)

Llordes, M., Ganguly, D. , Bhatia, S. and Agarwal, C. (2023) Explain Like I am BM25: Interpreting a Dense Model’s Ranked-List with a Sparse Approximation. In: 46th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR23), Taipei, Taiwan, 23-27 July 2023, (Accepted for Publication)

Singh, A., Ganguly, D. , Datta, S. and McDonald, C. (2023) Unsupervised Query Performance Prediction for Neural Models with Pairwise Rank Preferences. In: 46th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR23), Taipei, Taiwan, 23-27 July 2023, (Accepted for Publication)

Datta, S., Ganguly, D. , Mitra, M. and Greene, D. (2023) A relative information gain-based query performance prediction framework with generated query variants. ACM Transactions on Information Systems, 41(2), 38. (doi: 10.1145/3545112)

Datta, S., Ganguly, D. , Greene, D. and Mitra, M. (2023) On the Feasibility and Robustness of Pointwise Evaluation of Query Performance Prediction. In: QPP++ 2023: Query Performance Prediction and Its Evaluation in New Tasks, Dublin, Ireland, 06 Apr 2023, pp. 7-12.

Datta, S., Ganguly, D. , Mothe, J. and Ullah, M. Z. (2023) Combining Word Embedding Interactions and LETOR Feature Evidences for Supervised QPP. In: QPP++ 2023: Query Performance Prediction and Its Evaluation in New Tasks, Dublin, Ireland, 06 Apr 2023, pp. 13-19.

Ganguly, D. , Conrad, J. G., Ghosh, K., Ghosh, S., Goyal, P., Bhattacharya, P., Nigam, S. K. and Paul, S. (2023) Legal IR and NLP: The History, Challenges, and State-of-the-Art. In: 45th European Conference on Information Retrieval (ECIR 2023), Dublin, Ireland, 02-06 Apr 2023, pp. 331-340. ISBN 9783031282409 (doi: 10.1007/978-3-031-28241-6_34)

Ganguly, D. , Parker, A. and Aji Mattew, S. (2023) Automatic Videography Generation from Audio Tracks. In: 45th European Conference on Information Retrieval (ECIR'23), Dublin, Ireland, 02-06 Apr 2023, pp. 281-287. ISBN 9783031282409 (doi: 10.1007/978-3-031-28241-6_27)

2022

Jones, G. J.F., Sen, P., Ganguly, D. and Yilmaz, E. (2022) Workshop on Proactive and Agent-Supported Information Retrieval (PASIR). In: CIKM '22: The 31st ACM International Conference on Information and Knowledge Management, Atlanta, GA, US, 17-21 Oct 2022, pp. 5167-5168. ISBN 9781450392365 (doi: 10.1145/3511808.3557939)

Sen, P., Saha, S., Ganguly, D. , Verma, M. and Roy, D. (2022) Measuring and Comparing the Consistency of IR Models for Query Pairs with Similar and Different Information Needs. In: 31st ACM International Conference on Information and Knowledge Management (CIKM '22), Atlanta, Georgia, USA, 17-21 October 2022, pp. 4449-4453. ISBN 9781450392365 (doi: 10.1145/3511808.3557637)

Sen, P., Ganguly, D. and Jones, G. J.F. (2022) I know what you need: investigating document retrieval effectiveness with partial session contexts. ACM Transactions on Information Systems, 40(3), pp. 1-30. (doi: 10.1145/3488667)

Datta, S., MacAvaney, S. , Ganguly, D. and Greene, D. (2022) A 'Pointwise-Query, Listwise-Document' based Query Performance Prediction Approach. In: SIGIR 2022: 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, 11-15 Jul 2022, pp. 2148-2153. ISBN 9781450387323 (doi: 10.1145/3477495.3531821)

Sen, P., Mishra, S., Ganguly, D. and Majumder, P. (2022) A Combination of 'Intra and Inter Collection' Relevance Models for Ad-hoc Retrieval in Precision Medicine. CIRCLE 2022, Toulouse, France, 04-07 Jul 2022.

Ganguly, D. , Datta, S., Mitra, M. and Greene, D. (2022) An Analysis of Variations in the Effectiveness of Query Performance Prediction. In: 44th European Conference on Information Retrieval (ECIR 2022), Stavanger, Norway, 10-14 Apr 2022, pp. 215-229. ISBN 9783030997359 (doi: 10.1007/978-3-030-99736-6_15)

Datta, S., Ganguly, D. , Greene, D. and Mitra, M. (2022) Deep-QPP: a Pairwise Interaction-based Deep Learning Model for Supervised Query Performance Prediction. In: WSDM '22: 15th ACM International Conference on Web Search and Data Mining, 21-25 Feb 2022, pp. 201-209. ISBN 9781450391320

Biswas, C., Ganguly, D. , Mukherjee, P., Bhattacharya, U. and Hou, Y. (2022) Privacy-aware supervised classification: An informative subspace based multi-objective approach. Pattern Recognition, 122, 108301. (doi: 10.1016/j.patcog.2021.108301)

Biswas, C., Ganguly, D. , Roy, D. and Bhattacharya, U. (2022) Weakly supervised deep metric learning on discrete metric spaces for privacy-preserved clustering. Information Processing and Management, 60(1), 103109. (doi: 10.1016/j.ipm.2022.103109)

2021

Mondal, I., Sen, P. and Ganguly, D. (2021) Multi-Objective Few-shot Learning for Fair Classification. In: 30th ACM International Conference on Information and Knowledge Management (CIKM '21), Queensland, Australia (Virtual Event), 1-5 Nov 2021, pp. 3338-3342. (doi: 10.1145/3459637.3482146)

Pal, D. and Ganguly, D. (2021) Effective Query Formulation in Conversation Contextualization: A Query Specificity-based Approach. In: 7th ACM SIGIR International Conference on the Theory of Information Retrieval (ICTIR 2021), 11 Jul 2021, pp. 177-183. ISBN 9781450386111 (doi: 10.1145/3471158.3472237)

Chandra, M., Ganguly, D. , Mitra, P., Pal, B. and Thomas, J. (2021) NIP-GCN: An Augmented Graph Convolutional Network with Node Interaction Patterns. In: 44th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 21), 11-15 July 2021, pp. 2242-2246. (doi: 10.1145/3404835.3463082)

This list was generated on Mon Oct 2 18:11:02 2023 BST.
Jump to: Articles | Conference or Workshop Item | Conference Proceedings
Number of items: 23.

Articles

Datta, S., Ganguly, D. , Mitra, M. and Greene, D. (2023) A relative information gain-based query performance prediction framework with generated query variants. ACM Transactions on Information Systems, 41(2), 38. (doi: 10.1145/3545112)

Sen, P., Ganguly, D. and Jones, G. J.F. (2022) I know what you need: investigating document retrieval effectiveness with partial session contexts. ACM Transactions on Information Systems, 40(3), pp. 1-30. (doi: 10.1145/3488667)

Biswas, C., Ganguly, D. , Mukherjee, P., Bhattacharya, U. and Hou, Y. (2022) Privacy-aware supervised classification: An informative subspace based multi-objective approach. Pattern Recognition, 122, 108301. (doi: 10.1016/j.patcog.2021.108301)

Biswas, C., Ganguly, D. , Roy, D. and Bhattacharya, U. (2022) Weakly supervised deep metric learning on discrete metric spaces for privacy-preserved clustering. Information Processing and Management, 60(1), 103109. (doi: 10.1016/j.ipm.2022.103109)

Conference or Workshop Item

Sen, P., Mishra, S., Ganguly, D. and Majumder, P. (2022) A Combination of 'Intra and Inter Collection' Relevance Models for Ad-hoc Retrieval in Precision Medicine. CIRCLE 2022, Toulouse, France, 04-07 Jul 2022.

Conference Proceedings

Chandra, M., Ganguly, D. , Saha, T. and Ounis, I. (2023) 'Choose Your Data Wisely’: Active Learning based Selection with Multi-Objective Optimisation for Mitigating Stereotypes. In: 32nd ACM International Conference on Information and Knowledge Management (CIKM 2023), Birmingham, UK, 21-25 Oct 2023, (Accepted for Publication)

Ghosh, M., Ganguly, D. , Basuchowdhuri, P. and Kumar Naskar, S. (2023) Extracting Methodology Components from AI Research Papers: A Data-driven Factored Sequence Labeling Approach. In: 32nd ACM International Conference on Information and Knowledge Management (CIKM 2023), Birmingham, UK, 21-25 Oct 2023, (Accepted for Publication)

Saha, T., Ganguly, D. , Saha, S. and Mitra, P. (2023) Large Language Models' Interpretability and Trustworthiness (LLMIT). In: 32nd ACM International Conference on Information and Knowledge Management (CIKM 2023), Birmingham, UK, 21-25 Oct 2023, (Accepted for Publication)

Ganguly, D. and Yilmaz, E. (2023) Query-specific Variable Depth Pooling via Query Performance Prediction. In: 46th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR23), Taipei, Taiwan, 23-27 July 2023, (Accepted for Publication)

Llordes, M., Ganguly, D. , Bhatia, S. and Agarwal, C. (2023) Explain Like I am BM25: Interpreting a Dense Model’s Ranked-List with a Sparse Approximation. In: 46th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR23), Taipei, Taiwan, 23-27 July 2023, (Accepted for Publication)

Singh, A., Ganguly, D. , Datta, S. and McDonald, C. (2023) Unsupervised Query Performance Prediction for Neural Models with Pairwise Rank Preferences. In: 46th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR23), Taipei, Taiwan, 23-27 July 2023, (Accepted for Publication)

Datta, S., Ganguly, D. , Greene, D. and Mitra, M. (2023) On the Feasibility and Robustness of Pointwise Evaluation of Query Performance Prediction. In: QPP++ 2023: Query Performance Prediction and Its Evaluation in New Tasks, Dublin, Ireland, 06 Apr 2023, pp. 7-12.

Datta, S., Ganguly, D. , Mothe, J. and Ullah, M. Z. (2023) Combining Word Embedding Interactions and LETOR Feature Evidences for Supervised QPP. In: QPP++ 2023: Query Performance Prediction and Its Evaluation in New Tasks, Dublin, Ireland, 06 Apr 2023, pp. 13-19.

Ganguly, D. , Conrad, J. G., Ghosh, K., Ghosh, S., Goyal, P., Bhattacharya, P., Nigam, S. K. and Paul, S. (2023) Legal IR and NLP: The History, Challenges, and State-of-the-Art. In: 45th European Conference on Information Retrieval (ECIR 2023), Dublin, Ireland, 02-06 Apr 2023, pp. 331-340. ISBN 9783031282409 (doi: 10.1007/978-3-031-28241-6_34)

Ganguly, D. , Parker, A. and Aji Mattew, S. (2023) Automatic Videography Generation from Audio Tracks. In: 45th European Conference on Information Retrieval (ECIR'23), Dublin, Ireland, 02-06 Apr 2023, pp. 281-287. ISBN 9783031282409 (doi: 10.1007/978-3-031-28241-6_27)

Jones, G. J.F., Sen, P., Ganguly, D. and Yilmaz, E. (2022) Workshop on Proactive and Agent-Supported Information Retrieval (PASIR). In: CIKM '22: The 31st ACM International Conference on Information and Knowledge Management, Atlanta, GA, US, 17-21 Oct 2022, pp. 5167-5168. ISBN 9781450392365 (doi: 10.1145/3511808.3557939)

Sen, P., Saha, S., Ganguly, D. , Verma, M. and Roy, D. (2022) Measuring and Comparing the Consistency of IR Models for Query Pairs with Similar and Different Information Needs. In: 31st ACM International Conference on Information and Knowledge Management (CIKM '22), Atlanta, Georgia, USA, 17-21 October 2022, pp. 4449-4453. ISBN 9781450392365 (doi: 10.1145/3511808.3557637)

Datta, S., MacAvaney, S. , Ganguly, D. and Greene, D. (2022) A 'Pointwise-Query, Listwise-Document' based Query Performance Prediction Approach. In: SIGIR 2022: 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, 11-15 Jul 2022, pp. 2148-2153. ISBN 9781450387323 (doi: 10.1145/3477495.3531821)

Ganguly, D. , Datta, S., Mitra, M. and Greene, D. (2022) An Analysis of Variations in the Effectiveness of Query Performance Prediction. In: 44th European Conference on Information Retrieval (ECIR 2022), Stavanger, Norway, 10-14 Apr 2022, pp. 215-229. ISBN 9783030997359 (doi: 10.1007/978-3-030-99736-6_15)

Datta, S., Ganguly, D. , Greene, D. and Mitra, M. (2022) Deep-QPP: a Pairwise Interaction-based Deep Learning Model for Supervised Query Performance Prediction. In: WSDM '22: 15th ACM International Conference on Web Search and Data Mining, 21-25 Feb 2022, pp. 201-209. ISBN 9781450391320

Mondal, I., Sen, P. and Ganguly, D. (2021) Multi-Objective Few-shot Learning for Fair Classification. In: 30th ACM International Conference on Information and Knowledge Management (CIKM '21), Queensland, Australia (Virtual Event), 1-5 Nov 2021, pp. 3338-3342. (doi: 10.1145/3459637.3482146)

Pal, D. and Ganguly, D. (2021) Effective Query Formulation in Conversation Contextualization: A Query Specificity-based Approach. In: 7th ACM SIGIR International Conference on the Theory of Information Retrieval (ICTIR 2021), 11 Jul 2021, pp. 177-183. ISBN 9781450386111 (doi: 10.1145/3471158.3472237)

Chandra, M., Ganguly, D. , Mitra, P., Pal, B. and Thomas, J. (2021) NIP-GCN: An Augmented Graph Convolutional Network with Node Interaction Patterns. In: 44th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 21), 11-15 July 2021, pp. 2242-2246. (doi: 10.1145/3404835.3463082)

This list was generated on Mon Oct 2 18:11:02 2023 BST.

Supervision

  • Parry, Andrew
    Modelling Uncertainties in Neural Networks for Improved Defence against Adversarial Attacks