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ORCIDSICSA REALLM 2024: Aberdeen, Scotland, UK
- Kyle Martin, Pedram Salimi, Vihanga Wijayasekara:
Proceedings of the SICSA Workshop on Reasoning, Evaluation and Application of Large Language Models (SICSA REALLM 2024), Aberdeen, United Kingdom, October 17th, 2024. CEUR Workshop Proceedings 3822, CEUR-WS.org 2024
Session 1: LLMs and Applications
- Malavika Suresh, Rahaf Aljundi, Ikechukwu Nkisi-Orji, Nirmalie Wiratunga:
Towards Improving Open-box Hallucination Detection in Large Language Models (LLMs). 1-10 - Regina Ofori-Boateng, Magaly Aceves-Martins, Nirmalie Wiratunga, Carlos Francisco Moreno-García:
Extended Results for Enhancing Abstract Screening Classification in Evidence-Based Medicine: Incorporating Domain Knowledge into Pre-trained Models. 11-18 - Milan Markovic, Somayajulu Sripada, Sujit Kumar Chakrabarti, Raghuram Bharadwaj Diddigi:
Towards LLM-driven Automated Verification of Best Practices in Digital Public Infrastructures. 19-23
Session 2: Reasoning with Natural Language
- Mark Snaith, Simon Wells:
Formal Dialogue and Large Language Models. 24-31 - Najwa AlGhamdi, Kwabena Nuamah, Alan Bundy:
Evaluating Large Language Models on Qualitative Reasoning Tasks: A Case Study using OpenAI GPT Models. 32-39 - Sibgha Anwar, Nirmalie Wiratunga, Mark Snaith:
Dual-Task Dialogue Understanding. 40-46
Session 3: Retrieval-Augmented Generation
- Lasal Jayawardena, Nirmalie Wiratunga, Ramitha Abeyratne, Kyle Martin, Ikechukwu Nkisi-Orji, Ruvan Weerasinghe:
SCaLe-QA: Sri lankan Case Law Embeddings for Legal QA. 47-55 - Umair Arshad, David Corsar, Ikechukwu Nkisi-Orji:
Integrating KGs and Ontologies with RAG for Personalised Summarisation in Regulatory Compliance. 56-61
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