Generation

Following Length Constraints in Instructions EMNLP 2025 Follow-up Question Generation For Enhanced Patient-Provider Conversations ACL 2025 FoodSafeSum: Enabling Natural Language Processing Applications for Food Safety Document Summarization and Analysis EMNLP 2025 Forest for the Trees: Overarching Prompting Evokes High-Level Reasoning in Large Language Models NAACL 2025 Forking Paths in Neural Text Generation ICLR 2025 Format Inertia: A Failure Mechanism of LLMs in Medical Pre-Consultation EMNLP 2025 Form-aware Poetic Generation for Bangla AACL 2025 FormosanBench: Benchmarking Low-Resource Austronesian Languages in the Era of Large Language Models EMNLP 2025 Fotheidil: an Automatic Transcription System for the Irish Language COLING 2025 FQ-Eval: Building Evaluation Dataset for User-centered Follow-up Question Generation EMNLP 2025 FRACTAL: Fine-Grained Scoring from Aggregate Text Labels ACL 2025 Fragment and Geometry Aware Tokenization of Molecules for Structure-Based Drug Design Using Language Models ICLR 2025 FrameEOL: Semantic Frame Induction using Causal Language Models EMNLP 2025 FRAME: Feedback-Refined Agent Methodology for Enhancing Medical Research Insights ACL 2025 Free-text Rationale Generation under Readability Level Control ACL 2025 Friends-MMC: A Dataset for Multi-modal Multi-party Conversation Understanding AAAI 2025 From Anger to Joy: How Nationality Personas Shape Emotion Attribution in Large Language Models IJCNLP 2025 From Arabic Text to Puzzles: LLM-Driven Development of Arabic Educational Crosswords COLING 2025 From Commands to Prompts: LLM-based Semantic File System for AIOS ICLR 2025 From Complexity to Clarity: Transforming Chest X-ray Reports with Chained Prompting (Student Abstract) AAAI 2025 From Complex to Atomic: Enhancing Augmented Generation via Knowledge-Aware Dual Rewriting and Reasoning ICML 2025 From Facts to Insights: A Study on the Generation and Evaluation of Analytical Reports for Deciphering Earnings Calls COLING 2025 From General Reward to Targeted Reward: Improving Open-ended Long-context Generation Models EMNLP 2025 From Generic Empathy to Personalized Emotional Support: A Self-Evolution Framework for User Preference Alignment EMNLP 2025 From Human Reading to NLM Understanding: Evaluating the Role of Eye-Tracking Data in Encoder-Based Models ACL 2025