Question Answering

Whom to Trust? Analyzing the Divergence Between User Satisfaction and LLM-as-a-Judge in E-Commerce RAG Systems EACL 2026 XiaoM at SemEval-2026 Task 7: A Qwen-based System for Accurate Retrieval of Everyday Knowledge Across Diverse Languages and Cultures SemEval 2026 YNU-HPCC at SemEval-2026 Task 8: Parallel Generation and Multi-Metric Reranking for Faithful Extractive RAG SemEval 2026 $∞$-Video: A Training-Free Approach to Long Video Understanding via Continuous-Time Memory Consolidation ICML 2025 VistaDPO: Video Hierarchical Spatial-Temporal Direct Preference Optimization for Large Video Models ICML 2025 111DUT at SemEval-2025 Task 8:Hierarchical Chain-of-Thought Reasoning and Multi-Model Deliberation for Robust TableQA SemEval 2025 1-800-SHARED-TASKS at RegNLP: Lexical Reranking of Semantic Retrieval (LeSeR) for Regulatory Question Answering COLING 2025 2Columns1Row: A Russian Benchmark for Textual and Multimodal Table Understanding and Reasoning EMNLP 2025 3D Question Answering via only 2D Vision-Language Models ICML 2025 AAD-LLM: Neural Attention-Driven Auditory Scene Understanding ACL 2025 A Case Study of Cross-Lingual Zero-Shot Generalization for Classical Languages in LLMs ACL 2025 Accelerating LLM Reasoning via Early Rejection with Partial Reward Modeling EMNLP 2025 Accurate and Regret-Aware Numerical Problem Solver for Tabular Question Answering AAAI 2025 A Collaborative Reasoning Framework Powered by Reinforcement Learning and Large Language Models for Complex Questions Answering over Knowledge Graph COLING 2025 A Comparison of Independent and Joint Fine-tuning Strategies for Retrieval-Augmented Generation EMNLP 2025 A Comprehensive Evaluation of Large Language Models for Retrieval-Augmented Generation under Noisy Conditions AACL 2025 A Comprehensive Graph Framework for Question Answering with Mode-Seeking Preference Alignment ACL 2025 ActiView: Evaluating Active Perception Ability for Multimodal Large Language Models ACL 2025 AdaCM^2: On Understanding Extremely Long-Term Video with Adaptive Cross-Modality Memory Reduction CVPR 2025 Adaptive Retrieval Without Self-Knowledge? Bringing Uncertainty Back Home ACL 2025 Adapt LLM for Multi-turn Reasoning QA using Tidy Data COLING 2025 A Dataset for Programming-based Instructional Video Classification and Question Answering COLING 2025 A Dataset of Ancient Chinese Math Word Problems and an Application for Research in Historic Mathematics NAACL 2025 Addressing Blind Guessing: Calibration of Selection Bias in Multiple-Choice Question Answering by Video Language Models ACL 2025 Addressing Hallucination in Causal Q&A: The Efficacy of Fine-tuning over Prompting in LLMs COLING 2025