Natural Language Processing

From Data to Knowledge: Evaluating How Efficiently Language Models Learn Facts ACL 2025 From Debates to Diplomacy: Argument Mining Across Political Registers ACL 2025 From Detection to Explanation: Effective Learning Strategies for LLMs in Online Abusive Language Research COLING 2025 From Distributional to Overton Pluralism: Investigating Large Language Model Alignment NAACL 2025 From Easy to Hard: The MIR Benchmark for Progressive Interleaved Multi-Image Reasoning ICCV 2025 From End-Users to Co-Designers: Lessons from Teachers ACL 2025 From English-Centric to Effective Bilingual: LLMs with Custom Tokenizers for Underrepresented Languages ACL 2025 From English to Second Language Mastery: Enhancing LLMs with Cross-Lingual Continued Instruction Tuning ACL 2025 From Evasion to Concealment: Stealthy Knowledge Unlearning for LLMs ACL 2025 From Evidence to Belief: A Bayesian Epistemology Approach to Language Models NAACL 2025 From Facts to Folklore: Evaluating Large Language Models on Bengali Cultural Knowledge IJCNLP 2025 From Facts to Insights: A Study on the Generation and Evaluation of Analytical Reports for Deciphering Earnings Calls COLING 2025 From Feedback to Checklists: Grounded Evaluation of AI-Generated Clinical Notes EMNLP 2025 From Form to Meaning: The Case of Particles within the Prague Dependency Treebank Annotation Scheme COLING 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 Generating Answers to Building Explanations: Integrating Multi-Round RAG and Causal Modeling for Scientific QA NAACL 2025 From Generation to Detection: A Multimodal Multi-Task Dataset for Benchmarking Health Misinformation 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 Human Reading to NLM Understanding: Evaluating the Role of Eye-Tracking Data in Encoder-Based Models ACL 2025 From Implicit Exploration to Structured Reasoning: Guideline and Refinement for LLMs EMNLP 2025 From In-Distribution to Out-of-Distribution: Joint Loss for Improving Generalization in Software Mention and Relation Extraction ACL 2025 From Informal to Formal – Incorporating and Evaluating LLMs on Natural Language Requirements to Verifiable Formal Proofs ACL 2025