question answering

CUPCase: Clinically Uncommon Patient Cases and Diagnoses Dataset AAAI 2025 CypherBench: Towards Precise Retrieval over Full-scale Modern Knowledge Graphs in the LLM Era ACL 2025 Data Doping or True Intelligence? Evaluating the Transferability of Injected Knowledge in LLMs EMNLP 2025 DAVE: A Framework for Assisted Analysis of Document Collections in Knowledge-Intensive Domains IJCAI 2025 DCMKC: A Dual Consistency Matching Approach for Multi-hop Question Answering in LLMs EMNLP 2025 Decoding on Graphs: Faithful and Sound Reasoning on Knowledge Graphs through Generation of Well-Formed Chains ACL 2025 Demystify Verbosity Compensation Behavior of Large Language Models EMNLP 2025 Digest the Knowledge: Large Language Models empowered Message Passing for Knowledge Graph Question Answering ACL 2025 DiscoGraMS: Enhancing Movie Screen-Play Summarization using Movie Character-Aware Discourse Graph NAACL 2025 Dispider: Enabling Video LLMs with Active Real-Time Interaction via Disentangled Perception, Decision, and Reaction CVPR 2025 Distill Visual Chart Reasoning Ability from LLMs to MLLMs EMNLP 2025 Diversify-verify-adapt: Efficient and Robust Retrieval-Augmented Ambiguous Question Answering NAACL 2025 DKITNLP at ArchEHR-QA 2025: A Retrieval Augmented LLM Pipeline for Evidence-Based Patient Question Answering ACL 2025 DMIS Lab at ArchEHR-QA 2025: Evidence-Grounded Answer Generation for EHR-based QA via a Multi-Agent Framework ACL 2025 DocAgent: An Agentic Framework for Multi-Modal Long-Context Document Understanding EMNLP 2025 DocBench: A Benchmark for Evaluating LLM-based Document Reading Systems NAACL 2025 Docopilot: Improving Multimodal Models for Document-Level Understanding CVPR 2025 Doc-React: Multi-page Heterogeneous Document Question-answering ACL 2025 Document Segmentation Matters for Retrieval-Augmented Generation ACL 2025 Do Current Video LLMs Have Strong OCR Abilities? A Preliminary Study COLING 2025 Does RAG Introduce Unfairness in LLMs? Evaluating Fairness in Retrieval-Augmented Generation Systems COLING 2025 Do Language Models Mirror Human Confidence? Exploring Psychological Insights to Address Overconfidence in LLMs ACL 2025 Domaino1s: Guiding LLM Reasoning for Explainable Answers in High-Stakes Domains ACL 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