Natural Language Processing

How to Synthesize Text Data without Model Collapse? ICML 2025 How to Talk to Language Models: Serialization Strategies for Structured Entity Matching NAACL 2025 How to Teach Programming in the AI Era? Using LLMs as a Teachable Agent for Debugging (Extended Abstract) IJCAI 2025 How to Train Long-Context Language Models (Effectively) ACL 2025 How Transformers Learn Regular Language Recognition: A Theoretical Study on Training Dynamics and Implicit Bias ICML 2025 How Transformers Learn Structured Data: Insights From Hierarchical Filtering ICML 2025 How Transliterations Improve Crosslingual Alignment COLING 2025 How Well Can AI Models Generate Human Eye Movements During Reading? EMNLP 2025 How Well Can Large Language Models Reflect? A Human Evaluation of LLM-generated Reflections for Motivational Interviewing Dialogues COLING 2025 How Well Do Large Language Models Extract Keywords? A Systematic Evaluation on Scientific Corpora NAACL 2025 How Well Do LLMs Handle Cantonese? Benchmarking Cantonese Capabilities of Large Language Models NAACL 2025 How well do LLMs reason over tabular data, really? ACL 2025 HPSS: Heuristic Prompting Strategy Search for LLM Evaluators ACL 2025 HSGM: Hierarchical Segment-Graph Memory for Scalable Long-Text Semantics EMNLP 2025 HS-STaR: Hierarchical Sampling for Self-Taught Reasoners via Difficulty Estimation and Budget Reallocation EMNLP 2025 H-STAR: LLM-driven Hybrid SQL-Text Adaptive Reasoning on Tables NAACL 2025 HTML: Hierarchical Topology Multi-task Learning for Semantic Parsing in Knowledge Base Question Answering ACL 2025 HTMS@DravidianLangTech 2025: Fusing TF-IDF and BERT with Dimensionality Reduction for Abusive Language Detection in Tamil and Malayalam NAACL 2025 HU at SemEval-2025 Task 9: Leveraging LLM-Based Data Augmentation for Class Imbalance SemEval 2025 Huatuo-26M, a Large-scale Chinese Medical QA Dataset NAACL 2025 HuGME: A benchmark system for evaluating Hungarian generative LLMs ACL 2025 HULAT-UC3M at TSAR 2025 Shared Task A Prompt-Based Approach using Lightweight Language Models for Readability-Controlled Text Simplification EMNLP 2025 Human-AI Moral Judgment Congruence on Real-World Scenarios: A Cross-Lingual Analysis EMNLP 2025 Human Alignment: How Much Do We Adapt to LLMs? ACL 2025 Human and LLM-based Assessment of Teaching Acts in Expert-led Explanatory Dialogues EMNLP 2025