Question Answering

Question Answering in Climate Adaptation for Agriculture: Model Development and Evaluation with Expert Feedback ACL 2025 Question-Aware Gaussian Experts for Audio-Visual Question Answering CVPR 2025 Question-Aware Knowledge Graph Prompting for Enhancing Large Language Models ACL 2025 Question Decomposition for Retrieval-Augmented Generation ACL 2025 Questioning Our Questions: How Well Do Medical QA Benchmarks Evaluate Clinical Capabilities of Language Models? ACL 2025 R2DQG: A Quality Meets Diversity Framework for Question Generation over Knowledge Bases IJCAI 2025 R2-KG: General-Purpose Dual-Agent Framework for Reliable Reasoning on Knowledge Graphs IJCNLP 2025 RAcQUEt: Unveiling the Dangers of Overlooked Referential Ambiguity in Visual LLMs EMNLP 2025 RadQA-DPO: A Radiology Question Answering System with Encoder-Decoder Models Enhanced by Direct Preference Optimization ACL 2025 RAG based Question Answering of Korean Laws and Precedents ACL 2025 RAGthoven: A Configurable Toolkit for RAG-enabled LLM Experimentation COLING 2025 RAGulator: Effective RAG for Regulatory Question Answering COLING 2025 RAMQA: A Unified Framework for Retrieval-Augmented Multi-Modal Question Answering NAACL 2025 Ranked Voting based Self-Consistency of Large Language Models ACL 2025 RAR2: Retrieval-Augmented Medical Reasoning via Thought-Driven Retrieval EMNLP 2025 Rare Disease Differential Diagnosis with Large Language Models at Scale: From Abdominal Actinomycosis to Wilson’s Disease MLHC 2025 RARE: Retrieval-Augmented Reasoning Enhancement for Large Language Models ACL 2025 RASPberry: Retrieval-Augmented Monte Carlo Tree Self-Play with Reasoning Consistency for Multi-Hop Question Answering ACL 2025 RASTeR: Robust, Agentic, and Structured Temporal Reasoning IJCNLP 2025 Rationale-Guided Retrieval Augmented Generation for Medical Question Answering NAACL 2025 RAVEN: Query-Guided Representation Alignment for Question Answering over Audio, Video, Embedded Sensors, and Natural Language EMNLP 2025 razreshili at ArchEHR-QA 2025: Contrastive Fine-Tuning for Retrieval-Augmented Biomedical QA ACL 2025 ReAct Meets Industrial IoT: Language Agents for Data Access EMNLP 2025 ReAgent: Reversible Multi-Agent Reasoning for Knowledge-Enhanced Multi-Hop QA EMNLP 2025 Reasoning Aware Self-Consistency: Leveraging Reasoning Paths for Efficient LLM Sampling NAACL 2025