Question Answering

Reasoning-Enhanced Healthcare Predictions with Knowledge Graph Community Retrieval ICLR 2025 Reasoning Enhanced Missing Knowledge Retrieval Augmented Generation Framework for Domain Specific Question Answering IJCNLP 2025 Reasoning of Large Language Models over Knowledge Graphs with Super-Relations ICLR 2025 Reasoning over Uncertain Text by Generative Large Language Models AAAI 2025 Reasoning with Trees: Faithful Question Answering over Knowledge Graph COLING 2025 ReasonMed: A 370K Multi-Agent Generated Dataset for Advancing Medical Reasoning EMNLP 2025 ReasonVQA: A Multi-hop Reasoning Benchmark with Structural Knowledge for Visual Question Answering ICCV 2025 Recursive Question Understanding for Complex Question Answering over Heterogeneous Personal Data ACL 2025 Reference-Guided Verdict: LLMs-as-Judges in Automatic Evaluation of Free-Form QA EMNLP 2025 REFIND at SemEval-2025 Task 3: Retrieval-Augmented Factuality Hallucination Detection in Large Language Models SemEval 2025 Reflection on Knowledge Graph for Large Language Models Reasoning ACL 2025 Re-FRAME the Meeting Summarization SCOPE: Fact-Based Summarization and Personalization via Questions EMNLP 2025 ReGraph: Learning to Reformulate Graph Encodings with Large Language Models IJCNLP 2025 Regulatory Question-Answering using Generative AI COLING 2025 Reinforced Query Reasoners for Reasoning-intensive Retrieval Tasks EMNLP 2025 ReKG-MCTS: Reinforcing LLM Reasoning on Knowledge Graphs via Training-Free Monte Carlo Tree Search ACL 2025 RePanda: Pandas-powered Tabular Verification and Reasoning ACL 2025 Re-ranking Reasoning Context with Tree Search Makes Large Vision-Language Models Stronger ICML 2025 ReSCORE: Label-free Iterative Retriever Training for Multi-hop Question Answering with Relevance-Consistency Supervision ACL 2025 Resource-Friendly Dynamic Enhancement Chain for Multi-Hop Question Answering ACL 2025 ReTAG: Retrieval-Enhanced, Topic-Augmented Graph-Based Global Sensemaking EMNLP 2025 RETAIL: Towards Real-world Travel Planning for Large Language Models EMNLP 2025 Rethinking Information Synthesis in Multimodal Question Answering A Multi-Agent Perspective IJCNLP 2025 RETQA: A Large-Scale Open-Domain Tabular Question Answering Dataset for Real Estate Sector AAAI 2025 Retrieval-Augmented Generation Meets Local Languages for Improved Drug Information Access and Comprehension. ACL 2025