Question Answering

Do large language models solve verbal analogies like children do? CoNLL 2025 Domaino1s: Guiding LLM Reasoning for Explainable Answers in High-Stakes Domains ACL 2025 Don’t Forget the Base Retriever! A Low-Resource Graph-based Retriever for Multi-hop Question Answering EMNLP 2025 Do RAG Systems Cover What Matters? Evaluating and Optimizing Responses with Sub-Question Coverage NAACL 2025 DOTS: Learning to Reason Dynamically in LLMs via Optimal Reasoning Trajectories Search ICLR 2025 Do Video Language Models really understand the video contexts? NAACL 2025 Do You Know About My Nation? Investigating Multilingual Language Models’ Cultural Literacy Through Factual Knowledge EMNLP 2025 D-RAG: Differentiable Retrieval-Augmented Generation for Knowledge Graph Question Answering EMNLP 2025 DrawEduMath: Evaluating Vision Language Models with Expert-Annotated Students’ Hand-Drawn Math Images NAACL 2025 DRS: Deep Question Reformulation With Structured Output ACL 2025 DrVideo: Document Retrieval Based Long Video Understanding CVPR 2025 DSPNet: Dual-vision Scene Perception for Robust 3D Question Answering CVPR 2025 DTCRS: Dynamic Tree Construction for Recursive Summarization ACL 2025 DualRAG: A Dual-Process Approach to Integrate Reasoning and Retrieval for Multi-Hop Question Answering ACL 2025 Dynamic Chunking and Selection for Reading Comprehension of Ultra-Long Context in Large Language Models ACL 2025 Dynamic Strategy Planning for Efficient Question Answering with Large Language Models NAACL 2025 Dynamic Uncertainty Ranking: Enhancing Retrieval-Augmented In-Context Learning for Long-Tail Knowledge in LLMs NAACL 2025 DynaQuest: A Dynamic Question Answering Dataset Reflecting Real-World Knowledge Updates ACL 2025 ECLAIR: Enhanced Clarification for Interactive Responses in an Enterprise AI Assistant AAAI 2025 ECom-Bench: Can LLM Agent Resolve Real-World E-commerce Customer Support Issues? EMNLP 2025 ECoRAG: Evidentiality-guided Compression for Long Context RAG ACL 2025 EdTec-ItemGen: Enhancing Retrieval-Augmented Item Generation Through Key Point Extraction ACL 2025 EduAdapt: A Question Answer Benchmark Dataset for Evaluating Grade-Level Adaptability in LLMs EMNLP 2025 EduVidQA: Generating and Evaluating Long-form Answers to Student Questions based on Lecture Videos EMNLP 2025 Efficient Context Selection for Long-Context QA: No Tuning, No Iteration, Just Adaptive‐k EMNLP 2025