question answering

TruthTrap: A Bilingual Benchmark for Evaluating Factually Correct Yet Misleading Information in Question Answering EACL 2026 TUNE: A Task For Turkish Machine Unlearning For Data Privacy EACL 2026 Unleashing Spatial Reasoning in Multimodal Large Language Models via Textual Representation Guided Reasoning ACL 2026 VCapsBench: A Large-scale Fine-grained Benchmark for Video Caption Quality Evaluation AAAI 2026 Verbal-R3: Verbal Reranker as the Missing Bridge between Retrieval and Reasoning ACL 2026 Video SimpleQA: Towards Factuality Evaluation in Large Video Language Models AAAI 2026 VILLAIN at AVerImaTeC: Verifying Image–Text Claims via Multi-Agent Collaboration EACL 2026 VisRet: Visualization Improves Knowledge-Intensive Text-to-Image Retrieval ACL 2026 Who Judges the Judge? Evaluating LLM-as-a-Judge for French Medical open-ended QA EACL 2026 3DSRBench: A Comprehensive 3D Spatial Reasoning Benchmark ICCV 2025 3LM: Bridging Arabic, STEM, and Code through Benchmarking EMNLP 2025 A Case Study of Cross-Lingual Zero-Shot Generalization for Classical Languages in LLMs ACL 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 AdaCAD: Adaptively Decoding to Balance Conflicts between Contextual and Parametric Knowledge NAACL 2025 Adapting to Non-Stationary Environments: Multi-Armed Bandit Enhanced Retrieval-Augmented Generation on Knowledge Graphs AAAI 2025 Adaptive Retrieval Without Self-Knowledge? Bringing Uncertainty Back Home ACL 2025 Addressing Hallucination in Causal Q&A: The Efficacy of Fine-tuning over Prompting in LLMs COLING 2025 AdsQA: Towards Advertisement Video Understanding ICCV 2025 Advancements in AI for Reasoning with Complex Data AAAI 2025 AdvisorQA: Towards Helpful and Harmless Advice-seeking Question Answering with Collective Intelligence NAACL 2025 Aestar at SemEval-2025 Task 8: Agentic LLMs for Question Answering over Tabular Data SemEval 2025 AfroBench: How Good are Large Language Models on African Languages? ACL 2025