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Question Answering

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Fin-DBQA Shared-task: Database Querying and Reasoning COLING 2025
Adapt LLM for Multi-turn Reasoning QA using Tidy Data COLING 2025
Performance and Limitations of Fine-Tuned LLMs in SPARQL Query Generation COLING 2025
Crossing Language Boundaries: Evaluation of Large Language Models on Urdu-English Question Answering COLING 2025
CaLQuest.PT: Towards the Collection and Evaluation of Natural Causal Ladder Questions in Portuguese for AI Agents COLING 2025
Neuro-Conceptual Artificial Intelligence: Integrating OPM with Deep Learning to Enhance Question Answering Quality COLING 2025
Shared Task RIRAG-2025: Regulatory Information Retrieval and Answer Generation COLING 2025
Learning to Reason Over Time: Timeline Self-Reflection for Improved Temporal Reasoning in Language Models ACL 2025
AUEB-Archimedes at RIRAG-2025: Is Obligation concatenation really all you need? COLING 2025
A Two-Stage LLM System for Enhanced Regulatory Information Retrieval and Answer Generation COLING 2025
NUST Nova at RIRAG 2025: A Hybrid Framework for Regulatory Information Retrieval and Question Answering COLING 2025
NUST Alpha at RIRAG 2025: Fusion RAG for Bridging Lexical and Semantic Retrieval and Question Answering COLING 2025
NUST Omega at RIRAG 2025: Investigating Context-aware Retrieval and Answer Generations-Lessons and Challenges COLING 2025
Enhancing Regulatory Compliance Through Automated Retrieval, Reranking, and Answer Generation COLING 2025
A REGNLP Framework: Developing Retrieval-Augmented Generation for Regulatory Document Analysis COLING 2025
Regulatory Question-Answering using Generative AI COLING 2025
RIRAG: A Bi-Directional Retrieval-Enhanced Framework for Financial Legal QA in ObliQA Shared Task COLING 2025
RAGulator: Effective RAG for Regulatory Question Answering COLING 2025
Shifting from Ranking to Set Selection for Retrieval Augmented Generation ACL 2025
QG-SMS: Enhancing Test Item Analysis via Student Modeling and Simulation ACL 2025
Clarify When Necessary: Resolving Ambiguity Through Interaction with LMs NAACL 2025
GeAR: Graph-enhanced Agent for Retrieval-augmented Generation ACL 2025
TART: An Open-Source Tool-Augmented Framework for Explainable Table-based Reasoning NAACL 2025
Evaluating Robustness of LLMs to Typographical Noise in Yorùbá QA ACL 2025
Predicate-Guided Generation for Mathematical Reasoning EMNLP 2025