Question Answering

Not All Terms Matter: Recall-Oriented Adaptive Learning for PLM-aided Query Expansion in Open-Domain Question Answering ACL 2025 Notes-guided MLLM Reasoning: Enhancing MLLM with Knowledge and Visual Notes for Visual Question Answering CVPR 2025 NovelHopQA: Diagnosing Multi-Hop Reasoning Failures in Long Narrative Contexts EMNLP 2025 NovelQA: Benchmarking Question Answering on Documents Exceeding 200K Tokens ICLR 2025 NRC Systems for the WMT2025-LRSL Shared Task EMNLP 2025 Number it: Temporal Grounding Videos like Flipping Manga CVPR 2025 NUMINA: A Natural Understanding Benchmark for Multi-dimensional Intelligence and Numerical Reasoning Abilities EMNLP 2025 NumPert: Numerical Perturbations to Probe Language Models for Veracity Prediction IJCNLP 2025 NurseLLM: The First Specialized Language Model for Nursing EMNLP 2025 NUST Alpha at RIRAG 2025: Fusion RAG for Bridging Lexical and Semantic Retrieval and Question Answering COLING 2025 NUST Nova at RIRAG 2025: A Hybrid Framework for Regulatory Information Retrieval and Question Answering COLING 2025 NUST Omega at RIRAG 2025: Investigating Context-aware Retrieval and Answer Generations-Lessons and Challenges COLING 2025 NyayaRAG: Realistic Legal Judgment Prediction with RAG under the Indian Common Law System IJCNLP 2025 Object-centric Video Question Answering with Visual Grounding and Referring ICCV 2025 OG-RAG: Ontology-grounded retrieval-augmented generation for large language models EMNLP 2025 OkraLong: A Flexible Retrieval-Augmented Framework for Long-Text Question Answering EMNLP 2025 OldJoe at AVeriTeC: In-context learning for fact-checking ACL 2025 OMGM: Orchestrate Multiple Granularities and Modalities for Efficient Multimodal Retrieval ACL 2025 Omnia de EgoTempo: Benchmarking Temporal Understanding of Multi-Modal LLMs in Egocentric Videos CVPR 2025 One More Modality: Does Abstract Meaning Representation Benefit Visual Question Answering? EMNLP 2025 One More Question is Enough, Expert Question Decomposition (EQD) Model for Domain Quantitative Reasoning EMNLP 2025 Online Video Understanding: OVBench and VideoChat-Online CVPR 2025 On Synthesizing Data for Context Attribution in Question Answering ACL 2025 On the Consistency of Multilingual Context Utilization in Retrieval-Augmented Generation EMNLP 2025 On-the-Fly Adaptive Distillation of Transformer to Dual-State Linear Attention for Long-Context LLM Serving ICML 2025