Generation

Mechanism Design for Large Language Models (Extended Abstract) IJCAI 2025 MECoT: Markov Emotional Chain-of-Thought for Personality-Consistent Role-Playing ACL 2025 Medical Text Simplification From Jargon Detection to Jargon-Aware Prompting EMNLP 2025 Medifact at PerAnsSumm 2025: Leveraging Lightweight Models for Perspective-Specific Summarization of Clinical Q&A Forums NAACL 2025 MeDiSumQA: Patient-Oriented Question-Answer Generation from Discharge Letters NAACL 2025 MediVLM: A Vision Language Model for Radiology Report Generation from Medical Images EMNLP 2025 MedQwen-PE: Medical Qwen for Parameter-Efficient Multilingual Patient-Centric Summarization, Question Answering and Information Extraction AACL 2025 MEDSAGE: Enhancing Robustness of Medical Dialogue Summarization to ASR Errors with LLM-generated Synthetic Dialogues AAAI 2025 MedSummRAG: Domain-Specific Retrieval for Medical Summarization ACL 2025 MedTutor: A Retrieval-Augmented LLM System for Case-Based Medical Education EMNLP 2025 Meetalk: Retrieval-Augmented and Adaptively Personalized Meeting Summarization with Knowledge Learning from User Corrections ACL 2025 MEETING DELEGATE: Benchmarking LLMs on Attending Meetings on Our Behalf EMNLP 2025 MemeQA: Holistic Evaluation for Meme Understanding ACL 2025 MEMERAG: A Multilingual End-to-End Meta-Evaluation Benchmark for Retrieval Augmented Generation ACL 2025 Memorization or Reasoning? Exploring the Idiom Understanding of LLMs EMNLP 2025 Memory Tokens: Large Language Models Can Generate Reversible Sentence Embeddings ACL 2025 MENDER: Multi-hop Commonsense and Domain-specific CoT Reasoning for Knowledge-grounded Empathetic Counseling of Crime Victims NAACL 2025 MEPNet: Medical Entity-Balanced Prompting Network for Brain CT Report Generation AAAI 2025 MerryQuery: A Trustworthy LLM-Powered Tool Providing Personalized Support for Educators and Students AAAI 2025 MES-RAG: Bringing Multi-modal, Entity-Storage, and Secure Enhancements to RAG NAACL 2025 MetaLadder: Ascending Mathematical Solution Quality via Analogical-Problem Reasoning Transfer EMNLP 2025 Metamo: Empowering Large Language Models with Psychological Distortion Detection for Cognition-aware Coaching EMNLP 2025 Meta-Reflection: A Feedback-Free Reflection Learning Framework ACL 2025 Meta-Tool: Unleash Open-World Function Calling Capabilities of General-Purpose Large Language Models ACL 2025 MetninOzU at BioLaySumm2025: Text Summarization with Reverse Data Augmentation and Injecting Salient Sentences ACL 2025