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Question Answering

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M³GQA: A Multi-Entity Multi-Hop Multi-Setting Graph Question Answering Benchmark ACL 2025
Diversify-verify-adapt: Efficient and Robust Retrieval-Augmented Ambiguous Question Answering NAACL 2025
SeedBench: A Multi-task Benchmark for Evaluating Large Language Models in Seed Science ACL 2025
SG-FSM: A Self-Guiding Zero-Shot Prompting Paradigm for Multi-Hop Question Answering Based on Finite State Machine NAACL 2025
On Synthesizing Data for Context Attribution in Question Answering ACL 2025
Why and How LLMs Benefit from Knowledge Introspection in Commonsense Reasoning EMNLP 2025
My Climate CoPilot: A Question Answering System for Climate Adaptation in Agriculture ACL 2025
TableEval: A Real-World Benchmark for Complex, Multilingual, and Multi-Structured Table Question Answering EMNLP 2025
EXPLAIN: Enhancing Retrieval-Augmented Generation with Entity Summary ACL 2025
Will It Still Be True Tomorrow? Multilingual Evergreen Question Classification to Improve Trustworthy QA EMNLP 2025
Question-Aware Knowledge Graph Prompting for Enhancing Large Language Models ACL 2025
LLM-Independent Adaptive RAG: Let the Question Speak for Itself EMNLP 2025
AQuAECHR: Attributed Question Answering for European Court of Human Rights ACL 2025
Predicate-Guided Generation for Mathematical Reasoning EMNLP 2025
Know Your RAG: Dataset Taxonomy and Generation Strategies for Evaluating RAG Systems COLING 2025
Federated Retrieval Augmented Generation for Multi-Product Question Answering COLING 2025
Seeing Beyond: Enhancing Visual Question Answering with Multi-Modal Retrieval COLING 2025
A Dataset for Programming-based Instructional Video Classification and Question Answering COLING 2025
Synthetic Data Generation Using Large Language Models for Financial Question Answering COLING 2025
Concept-Based RAG Models: A High-Accuracy Fact Retrieval Approach COLING 2025
AveniBench: Accessible and Versatile Evaluation of Finance Intelligence COLING 2025
Investigating the effectiveness of length based rewards in DPO for building Conversational Financial Question Answering Systems COLING 2025
The Financial Document Causality Detection Shared Task (FinCausal 2025) COLING 2025
Exploring the Effectiveness of Multilingual and Generative Large Language Models for Question Answering in Financial Texts COLING 2025
Learning to Reason Over Time: Timeline Self-Reflection for Improved Temporal Reasoning in Language Models ACL 2025