Question Answering

Mitigating Lost-in-Retrieval Problems in Retrieval Augmented Multi-Hop Question Answering ACL 2025 Mix-of-Granularity: Optimize the Chunking Granularity for Retrieval-Augmented Generation COLING 2025 M-LLM Based Video Frame Selection for Efficient Video Understanding CVPR 2025 M-LongDoc: A Benchmark For Multimodal Super-Long Document Understanding And A Retrieval-Aware Tuning Framework EMNLP 2025 MMAPG: A Training-Free Framework for Multimodal Multi-hop Question Answering via Adaptive Planning Graphs EMNLP 2025 MMQA: Evaluating LLMs with Multi-Table Multi-Hop Complex Questions ICLR 2025 MMRC: A Large-Scale Benchmark for Understanding Multimodal Large Language Model in Real-World Conversation ACL 2025 Modeling Contextual Passage Utility for Multihop Question Answering IJCNLP 2025 Modularized Self-Reflected Video Reasoner for Multimodal LLM with Application to Video Question Answering ICML 2025 MoEMoE: Question Guided Dense and Scalable Sparse Mixture-of-Expert for Multi-source Multi-modal Answering NAACL 2025 MoLoRAG: Bootstrapping Document Understanding via Multi-modal Logic-aware Retrieval EMNLP 2025 More Documents, Same Length: Isolating the Challenge of Multiple Documents in RAG EMNLP 2025 MotionBench: Benchmarking and Improving Fine-grained Video Motion Understanding for Vision Language Models CVPR 2025 MovieCORE: COgnitive REasoning in Movies EMNLP 2025 MQA-KEAL: Multi-hop Question Answering under Knowledge Editing for Arabic Language COLING 2025 MRAG: A Modular Retrieval Framework for Time-Sensitive Question Answering EMNLP 2025 mRAKL: Multilingual Retrieval-Augmented Knowledge Graph Construction for Low-Resourced Languages ACL 2025 MRR-FV: Unlocking Complex Fact Verification with Multi-Hop Retrieval and Reasoning AAAI 2025 MRT at SemEval-2025 Task 8: Maximizing Recovery from Tables with Multiple Steps SemEval 2025 MSR2: A Benchmark for Multi-Source Retrieval and Reasoning in Visual Question Answering NAACL 2025 MTabVQA: Evaluating Multi-Tabular Reasoning of Language Models in Visual Space EMNLP 2025 MT-RAIG: Novel Benchmark and Evaluation Framework for Retrieval-Augmented Insight Generation over Multiple Tables ACL 2025 MTVQA: Benchmarking Multilingual Text-Centric Visual Question Answering ACL 2025 MuKA: Multimodal Knowledge Augmented Visual Information-Seeking COLING 2025 MultiChartQA: Benchmarking Vision-Language Models on Multi-Chart Problems NAACL 2025