Question Answering

LongTableBench: Benchmarking Long-Context Table Reasoning across Real-World Formats and Domains EMNLP 2025 Look Twice Before You Answer: Memory-Space Visual Retracing for Hallucination Mitigation in Multimodal Large Language Models ICML 2025 LORAXBENCH: A Multitask, Multilingual Benchmark Suite for 20 Indonesian Languages EMNLP 2025 Loyola at ArchEHR-QA 2025: Exploring Unsupervised Attribution of Generated Text: Attention and Clustering-Based Methods ACL 2025 LRMGS: A Language-Robust Metric for Evaluating Question Answering in Very Low-Resource Indic Languages IJCNLP 2025 LyS at SemEval 2025 Task 8: Zero-Shot Code Generation for Tabular QA SemEval 2025 M³GQA: A Multi-Entity Multi-Hop Multi-Setting Graph Question Answering Benchmark ACL 2025 MaFeRw: Query Rewriting with Multi-Aspect Feedbacks for Retrieval-Augmented Large Language Models AAAI 2025 MAGIC-VQA: Multimodal And Grounded Inference with Commonsense Knowledge for Visual Question Answering ACL 2025 MaGiX: A Multi-Granular Adaptive Graph Intelligence Framework for Enhancing Cross-Lingual RAG EMNLP 2025 MAIN-RAG: Multi-Agent Filtering Retrieval-Augmented Generation ACL 2025 MAMM-Refine: A Recipe for Improving Faithfulness in Generation with Multi-Agent Collaboration NAACL 2025 MapQaTor: An Extensible Framework for Efficient Annotation of Map-Based QA Datasets ACL 2025 MAPWise: Evaluating Vision-Language Models for Advanced Map Queries NAACL 2025 MAQA: Evaluating Uncertainty Quantification in LLMs Regarding Data Uncertainty NAACL 2025 Marcel: A Lightweight and Open-Source Conversational Agent for University Student Support EMNLP 2025 Masking in Multi-hop QA: An Analysis of How Language Models Perform with Context Permutation ACL 2025 MathGAP: Out-of-Distribution Evaluation on Problems with Arbitrarily Complex Proofs ICLR 2025 MAviS: A Multimodal Conversational Assistant For Avian Species EMNLP 2025 McHirc: A Multimodal Benchmark for Chinese Idiom Reading Comprehension AAAI 2025 MCQG-SRefine: Multiple Choice Question Generation and Evaluation with Iterative Self-Critique, Correction, and Comparison Feedback NAACL 2025 MDBench: A Synthetic Multi-Document Reasoning Benchmark Generated with Knowledge Guidance ACL 2025 MDPO: Customized Direct Preference Optimization with a Metric-based Sampler for Question and Answer Generation COLING 2025 Measuring and Enhancing Trustworthiness of LLMs in RAG through Grounded Attributions and Learning to Refuse ICLR 2025 MEBench: Benchmarking Large Language Models for Cross-Document Multi-Entity Question Answering EMNLP 2025