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Papers

Learning from Negative Samples in Biomedical Generative Entity Linking ACL 2025 LLM as Entity Disambiguator for Biomedical Entity-Linking ACL 2025 LLM-based Typed Hyperresolution for Commonsense Reasoning with Knowledge Bases ICLR 2025 Logic: Long-form Outline Generation via Imitative and Critical Self-refinement EMNLP 2025 Mahānāma: A Unique Testbed for Literary Entity Discovery and Linking EMNLP 2025 Marcel: A Lightweight and Open-Source Conversational Agent for University Student Support EMNLP 2025 Matching and Linking Entries in Historical Swedish Encyclopedias NAACL 2025 MedLinkDE – MedDRA Entity Linking for German with Guided Chain of Thought Reasoning EMNLP 2025 MedTutor: A Retrieval-Augmented LLM System for Case-Based Medical Education EMNLP 2025 MeKB-Sim: Personal Knowledge Base-Powered Multi-Agent Simulation NAACL 2025 No Black Boxes: Interpretable and Interactable Predictive Healthcare with Knowledge-Enhanced Agentic Causal Discovery EMNLP 2025 Notes-guided MLLM Reasoning: Enhancing MLLM with Knowledge and Visual Notes for Visual Question Answering CVPR 2025 OCR Hinders RAG: Evaluating the Cascading Impact of OCR on Retrieval-Augmented Generation ICCV 2025 On Action Theories with Iterable First-Order Progression AAAI 2025 OntologyRAG-Q: Resource Development and Benchmarking for Retrieval-Augmented Question Answering in Qur’anic Tafsir EMNLP 2025 OVEL: Online Video Entity Linking COLING 2025 R2DQG: A Quality Meets Diversity Framework for Question Generation over Knowledge Bases IJCAI 2025 RAED: Retrieval-Augmented Entity Description Generation for Emerging Entity Linking and Disambiguation EMNLP 2025 RAGG: Retrieval-Augmented Grasp Generation Model AAAI 2025 RAM2C: A Liberal Arts Educational Chatbot based on Retrieval-augmented Multi-role Multi-expert Collaboration COLING 2025 Re2LLM: Reflective Reinforcement Large Language Model for Session-based Recommendation AAAI 2025 RE-FIN: Retrieval-based Enrichment for Financial data COLING 2025 Reliable and Diverse Evaluation of LLM Medical Knowledge Mastery ICLR 2025 Retrieval-Augmented Generation with Estimation of Source Reliability EMNLP 2025 Reverse Region-to-Entity Annotation for Pixel-Level Visual Entity Linking AAAI 2025