question answering

EgoCross: Benchmarking Multimodal Large Language Models for Cross-Domain Egocentric Video Question Answering AAAI 2026 EgoSound: Benchmarking Sound Understanding in Egocentric Videos CVPR 2026 Enhancing Reliability in Community Question Answering with an Expert-Oriented RAG System EACL 2026 ESG-Bench: Benchmarking Long-Context ESG Reports for Hallucination Mitigation AAAI 2026 EvalQAG: A Framework for Automatic Complex QA Generation and a Benchmark QA Dataset for Policy Documents AAAI 2026 Evaluating LLMs for Police Decision-Making: A Framework Based on Police Action Scenarios AAAI 2026 Evaluating Retrieval-Augmented Generation for Medication Question Answering on Nigerian Drug Labels in Yorùbá EACL 2026 Evaluating Temporal Consistency in Multi-Turn Language Models ACL 2026 EVE: A Domain-Specific LLM Framework for Earth Intelligence ACL 2026 Fanar-Sadiq: A Multi-Agent Architecture for Grounded Islamic QA ACL 2026 FLANS at SemEval-2026 Task 7: RAG with Open-Sourced Smaller LLMs for Everyday Knowledge Across Diverse Languages and Cultures SemEval 2026 FourCorners: Grounded Thai Legal Research over a Temporal Knowledge Graph ACL 2026 Fuel Gauge: Estimating Chain-of-Thought Length Ahead of Time in Large Multimodal Models CVPR 2026 GAEA: A Geolocation Aware Conversational Assistant WACV 2026 Geo3DVQA: Evaluating Vision-Language Models for 3D Geospatial Reasoning from Aerial Imagery WACV 2026 HausaNLP at SemEval-2026 Task 7: Prompt-based Hausa Cultural Question Answering SemEval 2026 HiChunk: Evaluating and Enhancing Retrieval Augmented Generation with Hierarchical Chunking ACL 2026 How Long Reasoning Chains Influence LLMs’ Judgment of Answer Factuality ACL 2026 HumMusQA: A Human-written Music Understanding QA Benchmark Dataset EACL 2026 Hybrid-DMKG: A Hybrid Reasoning Framework over Dynamic Multimodal Knowledge Graphs for Multimodal Multihop QA with Knowledge Editing AAAI 2026 Hybrid State Representation for Video Procedure Planning WACV 2026 IITKanBDone at SemEval-2026 Task 8: MTRAGEval - Evaluating Multi-Turn RAG Conversations SemEval 2026 iMAD: Intelligent Multi-Agent Debate for Efficient and Accurate LLM Inference AAAI 2026 Interpretable Traces, Unexpected Outcomes: Investigating the Disconnect in Trace-Based Knowledge Distillation ACL 2026 Is Agentic RAG worth it? An experimental comparison of RAG approaches ACL 2026