Lubingzhi Guo
Research title: Graph-enhanced Abstractive Summarization of Financial texts
Publications
2025
Guo, Lubingzhi, Sanz-Cruzado Puig, Javier ORCID: https://orcid.org/0000-0002-7829-5174 and Mccreadie, Richard
ORCID: https://orcid.org/0000-0002-2751-2087
(2025)
Selecting the Right Experts: Generalizing Information Extraction for Unseen Scenarios via Task-Aware Expert Weighting.
In: 28th European Conference on Artificial Intelligence (ECAI 2025), Bologna, Italy, 25-30 Oct 2025,
(Accepted for Publication)
Guo, Lubingzhi, Sanz-Cruzado, Javier ORCID: https://orcid.org/0000-0002-7829-5174 and Mccreadie, Richard
ORCID: https://orcid.org/0000-0002-2751-2087
(2025)
Evaluating Knowledge Graph Sources for Non-Personalized Financial Asset Recommendation: 10K Reports vs. Wikidata.
In: The Second Workshop on Knowledge-Enhanced Information Retrieval (KEIR @ ECIR 2025), Lucca, Italy, 10 Apr 2025,
(Accepted for Publication)
2024
Guo, Lubingzhi, Sanz-Cruzado Puig, Javier ORCID: https://orcid.org/0000-0002-7829-5174 and Mccreadie, Richard
ORCID: https://orcid.org/0000-0002-2751-2087
(2024)
University of Glasgow at the FinLLM Challenge Task: Adapting Llama for Financial News Abstractive Summarization.
Joint Workshop of the 8th Financial Technology and Natural Language Processing (FinNLP) and the 1st Agent AI for Scenario Planning (AgentScen), Jeju, Korea, 3 Aug 2024.
(Accepted for Publication)
Guo, Lubingzhi, Sanz-Cruzado, Javier ORCID: https://orcid.org/0000-0002-7829-5174 and Mccreadie, Richard
ORCID: https://orcid.org/0000-0002-2751-2087
(2024)
Comparing the Impact of Financial Knowledge Graphs from Financial Reports and Wikidata in Asset Recommendation.
IJCAI-24 Workshop on Recommender Systems in Finance (Fin-RecSys), Jeju, Republic of Korea, 4 August 2024.
Conference or Workshop Item
Guo, Lubingzhi, Sanz-Cruzado Puig, Javier ORCID: https://orcid.org/0000-0002-7829-5174 and Mccreadie, Richard
ORCID: https://orcid.org/0000-0002-2751-2087
(2024)
University of Glasgow at the FinLLM Challenge Task: Adapting Llama for Financial News Abstractive Summarization.
Joint Workshop of the 8th Financial Technology and Natural Language Processing (FinNLP) and the 1st Agent AI for Scenario Planning (AgentScen), Jeju, Korea, 3 Aug 2024.
(Accepted for Publication)
Guo, Lubingzhi, Sanz-Cruzado, Javier ORCID: https://orcid.org/0000-0002-7829-5174 and Mccreadie, Richard
ORCID: https://orcid.org/0000-0002-2751-2087
(2024)
Comparing the Impact of Financial Knowledge Graphs from Financial Reports and Wikidata in Asset Recommendation.
IJCAI-24 Workshop on Recommender Systems in Finance (Fin-RecSys), Jeju, Republic of Korea, 4 August 2024.
Conference Proceedings
Guo, Lubingzhi, Sanz-Cruzado Puig, Javier ORCID: https://orcid.org/0000-0002-7829-5174 and Mccreadie, Richard
ORCID: https://orcid.org/0000-0002-2751-2087
(2025)
Selecting the Right Experts: Generalizing Information Extraction for Unseen Scenarios via Task-Aware Expert Weighting.
In: 28th European Conference on Artificial Intelligence (ECAI 2025), Bologna, Italy, 25-30 Oct 2025,
(Accepted for Publication)
Guo, Lubingzhi, Sanz-Cruzado, Javier ORCID: https://orcid.org/0000-0002-7829-5174 and Mccreadie, Richard
ORCID: https://orcid.org/0000-0002-2751-2087
(2025)
Evaluating Knowledge Graph Sources for Non-Personalized Financial Asset Recommendation: 10K Reports vs. Wikidata.
In: The Second Workshop on Knowledge-Enhanced Information Retrieval (KEIR @ ECIR 2025), Lucca, Italy, 10 Apr 2025,
(Accepted for Publication)