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Question Answering

4032 directly classified papers

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Papers

Zero-shot 3D Question Answering via Voxel-based Dynamic Token Compression CVPR 2025
Fine-grained Confidence Estimation for Spurious Correctness Detection in Large Language Models IJCNLP 2025
Chinese SimpleQA: A Chinese Factuality Evaluation for Large Language Models ACL 2025
Social Bias in Popular Question-Answering Benchmarks IJCNLP 2025
QAEncoder: Towards Aligned Representation Learning in Question Answering Systems ACL 2025
KERLQA: Knowledge-Enhanced Reinforcement Learning for Question Answering in Low-resource Languages IJCNLP 2025
Beyond Prompting: An Efficient Embedding Framework for Open-Domain Question Answering ACL 2025
INTERCHART: Benchmarking Visual Reasoning Across Decomposed and Distributed Chart Information IJCNLP 2025
RoadSocial: A Diverse VideoQA Dataset and Benchmark for Road Event Understanding from Social Video Narratives CVPR 2025
AURA-QG: Automated Unsupervised Replicable Assessment for Question Generation IJCNLP 2025
QQSUM: A Novel Task and Model of Quantitative Query-Focused Summarization for Review-based Product Question Answering ACL 2025
RASTeR: Robust, Agentic, and Structured Temporal Reasoning IJCNLP 2025
MAIN-RAG: Multi-Agent Filtering Retrieval-Augmented Generation ACL 2025
Enhancing Mathematical Reasoning in LLMs by Stepwise Correction ACL 2025
Large Language Models Meet Knowledge Graphs for Question Answering: Synthesis and Opportunities EMNLP 2025
ECLAIR: Enhanced Clarification for Interactive Responses in an Enterprise AI Assistant AAAI 2025
Confidence Estimation for Error Detection in Text-to-SQL Systems AAAI 2025
Evaluating Visual and Cultural Interpretation: The K-Viscuit Benchmark with Human-VLM Collaboration ACL 2025
Rethinking Information Synthesis in Multimodal Question Answering A Multi-Agent Perspective AACL 2025
PerMed-MM: A Multimodal, Multi-Specialty Persian Medical Benchmark for Evaluating Vision Language Models AACL 2025
Modeling Contextual Passage Utility for Multihop Question Answering AACL 2025
CoreEval: Automatically Building Contamination-Resilient Datasets with Real-World Knowledge toward Reliable LLM Evaluation ACL 2025
Can Knowledge Graphs Make Large Language Models More Trustworthy? An Empirical Study Over Open-ended Question Answering ACL 2025
KG-Agent: An Efficient Autonomous Agent Framework for Complex Reasoning over Knowledge Graph ACL 2025
UPME: An Unsupervised Peer Review Framework for Multimodal Large Language Model Evaluation CVPR 2025