Question Answering

UCSC at SemEval-2025 Task 8: Question Answering over Tabular Data SemEval 2025 UGPhysics: A Comprehensive Benchmark for Undergraduate Physics Reasoning with Large Language Models ICML 2025 UIC at ArchEHR-QA 2025: Tri-Step Pipeline for Reliable Grounded Medical Question Answering ACL 2025 Unanswerability Evaluation for Retrieval Augmented Generation ACL 2025 Uncovering the Impact of Chain-of-Thought Reasoning for Direct Preference Optimization: Lessons from Text-to-SQL ACL 2025 Understanding Complexity in VideoQA via Visual Program Generation ICML 2025 Understanding Museum Exhibits using Vision-Language Reasoning ICCV 2025 UniBuc-SB at ArchEHR-QA 2025: A Resource-Constrained Pipeline for Relevance Classification and Grounded Answer Synthesis ACL 2025 UNIBUC-SD at ArchEHR-QA 2025: Prompting Our Way to Clinical QA with Multi-Model Ensembling ACL 2025 Union Is Strength! Unite the Power of LLMs and MLLMs for Chart Question Answering AAAI 2025 UniRAG: A Unified RAG Framework for Knowledge-Intensive Queries with Decomposition, Break-Down Reasoning, and Iterative Rewriting EMNLP 2025 UniRAG: Unified Query Understanding Method for Retrieval Augmented Generation ACL 2025 Unleashing Multi-Hop Reasoning Potential in Large Language Models through Repetition of Misordered Context NAACL 2025 UnSeenTimeQA: Time-Sensitive Question-Answering Beyond LLMs’ Memorization ACL 2025 Unsolvable Problem Detection: Robust Understanding Evaluation for Large Multimodal Models ACL 2025 Unveiling the Mist over 3D Vision-Language Understanding: Object-centric Evaluation with Chain-of-Analysis CVPR 2025 UPME: An Unsupervised Peer Review Framework for Multimodal Large Language Model Evaluation CVPR 2025 UTSamuel at ArchEHR-QA 2025: A Clinical Question Answering System for Responding to Patient Portal Messages Using Generative AI ACL 2025 UTSA-NLP at ArchEHR-QA 2025: Improving EHR Question Answering via Self-Consistency Prompting ACL 2025 VCSearch: Bridging the Gap Between Well-Defined and Ill-Defined Problems in Mathematical Reasoning EMNLP 2025 VDocRAG: Retrieval-Augmented Generation over Visually-Rich Documents CVPR 2025 VeReaFine: Iterative Verification Reasoning Refinement RAG for Hallucination-Resistant on Open-Ended Clinical QA ACL 2025 Verify with Caution: The Pitfalls of Relying on Imperfect Factuality Metrics ACL 2025 VeriMinder: Mitigating Analytical Vulnerabilities in NL2SQL ACL 2025 VideoComp: Advancing Fine-Grained Compositional and Temporal Alignment in Video-Text Models CVPR 2025