Question Answering

BYOKG-RAG: Multi-Strategy Graph Retrieval for Knowledge Graph Question Answering EMNLP 2025 CAFE: Retrieval Head-based Coarse-to-Fine Information Seeking to Enhance Multi-Document QA Capability EMNLP 2025 CaLMQA: Exploring culturally specific long-form question answering across 23 languages ACL 2025 CALM: Unleashing the Cross-Lingual Self-Aligning Ability of Language Model Question Answering NAACL 2025 CaLQuest.PT: Towards the Collection and Evaluation of Natural Causal Ladder Questions in Portuguese for AI Agents COLING 2025 Can Code-Switched Texts Activate a Knowledge Switch in LLMs? A Case Study on English-Korean Code-Switching EMNLP 2025 Can Graph Descriptive Order Affect Solving Graph Problems with LLMs? ACL 2025 Can Knowledge Graphs Make Large Language Models More Trustworthy? An Empirical Study Over Open-ended Question Answering ACL 2025 Can Large Language Models Accurately Generate Answer Keys for Health-related Questions? ACL 2025 Can Large Language Models Win the International Mathematical Games? EMNLP 2025 Can LLMs Directly Retrieve Passages for Answering Questions from Qur’an? EMNLP 2025 Can LLMs Evaluate Complex Attribution in QA? Automatic Benchmarking using Knowledge Graphs ACL 2025 Can LLMs Ground when they (Don’t) Know: A Study on Direct and Loaded Political Questions ACL 2025 Can Multimodal Foundation Models Understand Schematic Diagrams? An Empirical Study on Information-Seeking QA over Scientific Papers ACL 2025 Can Multi-turn Self-refined Single Agent LMs with Retrieval Solve Hard Coding Problems? ACL 2025 Can Out-of-Distribution Evaluations Uncover Reliance on Prediction Shortcuts? A Case Study in Question Answering EMNLP 2025 Can Vision-Language Models Evaluate Handwritten Math? ACL 2025 Can VLMs Recall Factual Associations From Visual References? EMNLP 2025 Can We Verify Step by Step for Incorrect Answer Detection? IJCAI 2025 Causal Graph based Event Reasoning using Semantic Relation Experts ACL 2025 CCNU at SemEval-2025 Task 8: Enhancing Question Answering on Tabular Data with Two-Stage Corrections SemEval 2025 CCQA: Generating Question from Solution Can Improve Inference-Time Reasoning in SLMs EMNLP 2025 CG-Bench: Clue-grounded Question Answering Benchmark for Long Video Understanding ICLR 2025 Chain-of-Action: Faithful and Multimodal Question Answering through Large Language Models ICLR 2025 Chain-of-Discussion: A Multi-Model Framework for Complex Evidence-Based Question Answering COLING 2025