Question Answering

Toward Structured Knowledge Reasoning: Contrastive Retrieval-Augmented Generation on Experience ACL 2025 Toward Verifiable Instruction-Following Alignment for Retrieval Augmented Generation AAAI 2025 TP-RAG: Benchmarking Retrieval-Augmented Large Language Model Agents for Spatiotemporal-Aware Travel Planning EMNLP 2025 Track-SQL: Enhancing Generative Language Models with Dual-Extractive Modules for Schema and Context Tracking in Multi-turn Text-to-SQL NAACL 2025 Track the Answer: Extending TextVQA from Image to Video with Spatio-Temporal Clues AAAI 2025 Training Large Language Models for Retrieval-Augmented Question Answering through Backtracking Correction ICLR 2025 Training Medical QA Models Based on Mixed Rewards from Multiple-Choice and Open-Ended Questions EMNLP 2025 TRANSIENTTABLES: Evaluating LLMs’ Reasoning on Temporally Evolving Semi-structured Tables NAACL 2025 Tree-of-Quote Prompting Improves Factuality and Attribution in Multi-Hop and Medical Reasoning EMNLP 2025 TreeRare: Syntax Tree-Guided Retrieval and Reasoning for Knowledge-Intensive Question Answering EMNLP 2025 TreeReview: A Dynamic Tree of Questions Framework for Deep and Efficient LLM-based Scientific Peer Review EMNLP 2025 TreeSearch at SemEval-2025 Task 8: Monte Carlo Tree Search for Question-Answering over Tabular Data SemEval 2025 TRH2TQA: Table Recognition with Hierarchical Relationships to Table Question-Answering on Business Table Images WACV 2025 TripleCheck: Transparent Post-Hoc Verification of Biomedical Claims in AI-Generated Answers EMNLP 2025 Triples as the Key: Structuring Makes Decomposition and Verification Easier in LLM-based TableQA ICLR 2025 Trojsten Benchmark: Evaluating LLM Problem-Solving in Slovak STEM Competition Problems EMNLP 2025 TrustUQA: A Trustful Framework for Unified Structured Data Question Answering AAAI 2025 Trustworthy Medical Question Answering: An Evaluation-Centric Survey EMNLP 2025 Truth, Trust, and Trouble: Medical AI on the Edge EMNLP 2025 TST: A Schema-Based Top-Down and Dynamic-Aware Agent of Text-to-Table Tasks ACL 2025 TUMTraf VideoQA: Dataset and Benchmark for Unified Spatio-Temporal Video Understanding in Traffic Scenes ICML 2025 TurnBack: A Geospatial Route Cognition Benchmark for Large Language Models through Reverse Route EMNLP 2025 TVQACML: Benchmarking Text-Centric Visual Question Answering in Multilingual Chinese Minority Languages EMNLP 2025 Typed-RAG: Type-Aware Decomposition of Non-Factoid Questions for Retrieval-Augmented Generation ACL 2025 UAQFact: Evaluating Factual Knowledge Utilization of LLMs on Unanswerable Questions ACL 2025