Question Answering

VideoEspresso: A Large-Scale Chain-of-Thought Dataset for Fine-Grained Video Reasoning via Core Frame Selection CVPR 2025 VideoLLM Knows When to Speak: Enhancing Time-Sensitive Video Comprehension with Video-Text Duet Interaction Format EMNLP 2025 VideoQA-TA: Temporal-Aware Multi-Modal Video Question Answering COLING 2025 VideoRAG: Retrieval-Augmented Generation over Video Corpus ACL 2025 video-SALMONN-o1: Reasoning-enhanced Audio-visual Large Language Model ICML 2025 VisDoM: Multi-Document QA with Visually Rich Elements Using Multimodal Retrieval-Augmented Generation NAACL 2025 Vision-Language Models Struggle to Align Entities across Modalities ACL 2025 VisRAG: Vision-based Retrieval-augmented Generation on Multi-modality Documents ICLR 2025 Visual and Domain Knowledge for Professional-level Graph-of-Thought Medical Reasoning ICML 2025 Visual Description Grounding Reduces Hallucinations and Boosts Reasoning in LVLMs ICLR 2025 Visual Haystacks: A Vision-Centric Needle-In-A-Haystack Benchmark ICLR 2025 Visual Question Answering on Scientific Charts Using Fine-Tuned Vision-Language Models ACL 2025 VITED: Video Temporal Evidence Distillation CVPR 2025 VLR-Bench: Multilingual Benchmark Dataset for Vision-Language Retrieval Augmented Generation COLING 2025 VoxEval: Benchmarking the Knowledge Understanding Capabilities of End-to-End Spoken Language Models ACL 2025 VoxRAG: A Step Toward Transcription-Free RAG Systems in Spoken Question Answering ACL 2025 VProChart: Answering Chart Question Through Visual Perception Alignment Agent and Programmatic Solution Reasoning AAAI 2025 VQAGuider: Guiding Multimodal Large Language Models to Answer Complex Video Questions ACL 2025 Weaver: Interweaving SQL and LLM for Table Reasoning EMNLP 2025 Webis at CQs-Gen 2025: Prompting and Reranking for Critical Questions ACL 2025 WebWalker: Benchmarking LLMs in Web Traversal ACL 2025 WeQA: A Benchmark for Retrieval Augmented Generation in Wind Energy Domain ACL 2025 What are Foundation Models Cooking in the Post-Soviet World? EMNLP 2025 What Is a Good Question? Assessing Question Quality via Meta-Fact Checking AAAI 2025 What Makes Cryptic Crosswords Challenging for LLMs? COLING 2025