large language model

From Feedback to Checklists: Grounded Evaluation of AI-Generated Clinical Notes EMNLP 2025 From Few to Many: Self-Improving Many-Shot Reasoners Through Iterative Optimization and Generation ICLR 2025 From Generalist to Specialist: A Survey of Large Language Models for Chemistry COLING 2025 From General Reward to Targeted Reward: Improving Open-ended Long-context Generation Models EMNLP 2025 From Generation to Judgment: Opportunities and Challenges of LLM-as-a-judge EMNLP 2025 From Generic Empathy to Personalized Emotional Support: A Self-Evolution Framework for User Preference Alignment EMNLP 2025 From Ground Trust to Truth: Disparities in Offensive Language Judgments on Contemporary Korean Political Discourse EMNLP 2025 From Implicit Exploration to Structured Reasoning: Guideline and Refinement for LLMs EMNLP 2025 From Informal to Formal – Incorporating and Evaluating LLMs on Natural Language Requirements to Verifiable Formal Proofs ACL 2025 From Information to Insight: Leveraging LLMs for Open Aspect-Based Educational Summarization ACL 2025 From Insight to Exploit: Leveraging LLM Collaboration for Adaptive Adversarial Text Generation EMNLP 2025 From Intentions to Techniques: A Comprehensive Taxonomy and Challenges in Text Watermarking for Large Language Models NAACL 2025 From Introspection to Best Practices: Principled Analysis of Demonstrations in Multimodal In-Context Learning NAACL 2025 From Isolated Conversations to Hierarchical Schemas: Dynamic Tree Memory Representation for LLMs ICLR 2025 From KMMLU-Redux to Pro: A Professional Korean Benchmark Suite for LLM Evaluation EMNLP 2025 From Knowledge to Treatment: Large Language Model Assisted Biomedical Concept Representation for Drug Repurposing EMNLP 2025 From Language to Cognition: How LLMs Outgrow the Human Language Network EMNLP 2025 From Large Language Models to Large Action Models: Reasoning and Planning with Physical World Knowledge AAAI 2025 From Long Videos to Engaging Clips: A Human-Inspired Video Editing Framework with Multimodal Narrative Understanding EMNLP 2025 From Measurement to Mitigation: Exploring the Transferability of Debiasing Approaches to Gender Bias in Maltese Language Models ACL 2025 From Misleading Queries to Accurate Answers: A Three-Stage Fine-Tuning Method for LLMs ACL 2025 From Monolingual to Bilingual: Investigating Language Conditioning in Large Language Models for Psycholinguistic Tasks IJCNLP 2025 From Movement Memories to Robotic Dialogue: A Language-Mediated Pipeline for Somatic Machine Translation NeurIPS 2025 From Neurons to Semantics: Evaluating Cross-Linguistic Alignment Capabilities of Large Language Models via Neurons Alignment ACL 2025 From Objectives to Questions: A Planning-based Framework for Educational Mathematical Question Generation ACL 2025