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Question Answering

4032 directly classified papers

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Papers

Tagging-Augmented Generation: Assisting Language Models in Finding Intricate Knowledge In Long Contexts EMNLP 2025
Mind the Query: A Benchmark Dataset towards Text2Cypher Task EMNLP 2025
Improving Contextual Faithfulness of Large Language Models via Retrieval Heads-Induced Optimization ACL 2025
Generating Spatial Knowledge Graphs from Automotive Diagrams for Question Answering EMNLP 2025
GEAR: A Scalable and Interpretable Evaluation Framework for RAG-Based Car Assistant Systems EMNLP 2025
Don’t Forget the Base Retriever! A Low-Resource Graph-based Retriever for Multi-hop Question Answering EMNLP 2025
Table-Critic: A Multi-Agent Framework for Collaborative Criticism and Refinement in Table Reasoning ACL 2025
ScottyPoseidon at SemEval-2025 Task 8: LLM-Driven Code Generation for Zero-Shot Question Answering on Tabular Data ACL 2025
ALiiCE: Evaluating Positional Fine-grained Citation Generation NAACL 2025
MINDS at SemEval-2025 Task 8: Question Answering Over Tabular Data via Large Language Model-generated SQL Queries ACL 2025
Masking in Multi-hop QA: An Analysis of How Language Models Perform with Context Permutation ACL 2025
VITED: Video Temporal Evidence Distillation CVPR 2025
CORRECT: Context- and Reference-Augmented Reasoning and Prompting for Fact-Checking NAACL 2025
DETQUS: Decomposition-Enhanced Transformers for QUery-focused Summarization NAACL 2025
Optimizing Question Semantic Space for Dynamic Retrieval-Augmented Multi-hop Question Answering ACL 2025
Enhancing Video-LLM Reasoning via Agent-of-Thoughts Distillation CVPR 2025
Notes-guided MLLM Reasoning: Enhancing MLLM with Knowledge and Visual Notes for Visual Question Answering CVPR 2025
Commonsense Video Question Answering through Video-Grounded Entailment Tree Reasoning CVPR 2025
Micro-Act: Mitigate Knowledge Conflict in Question Answering via Actionable Self-Reasoning ACL 2025
Number it: Temporal Grounding Videos like Flipping Manga CVPR 2025
AdaCM^2: On Understanding Extremely Long-Term Video with Adaptive Cross-Modality Memory Reduction CVPR 2025
UPME: An Unsupervised Peer Review Framework for Multimodal Large Language Model Evaluation CVPR 2025
Chain of Functions: A Programmatic Pipeline for Fine-Grained Chart Reasoning Data Generation IJCNLP 2025
SConU: Selective Conformal Uncertainty in Large Language Models ACL 2025
Memory-QA: Answering Recall Questions Based on Multimodal Memories EMNLP 2025