Natural Language Processing

AraHalluEval: A Fine-grained Hallucination Evaluation Framework for Arabic LLMs EMNLP 2025 AraHealthQA 2025: The First Shared Task on Arabic Health Question Answering EMNLP 2025 AraReasoner: Evaluating Reasoning-Based LLMs for Arabic NLP EMNLP 2025 AraSafe: Benchmarking Safety in Arabic LLMs EMNLP 2025 AraSim: Optimizing Arabic Dialect Translation in Children’s Literature with LLMs and Similarity Scores COLING 2025 AraTrust: An Evaluation of Trustworthiness for LLMs in Arabic COLING 2025 ARC ‘Challenge’ Is Not That Challenging ACL 2025 Archaeology at BEA 2025 Shared Task: Are Simple Baselines Good Enough? ACL 2025 Archaeology at TSAR 2025 Shared Task Teaching Small Models to do CEFR Simplifications EMNLP 2025 ArchiDocGen: Multi-Agent Framework for Expository Document Generation in the Architectural Industry ACL 2025 Arctic-TILT. Business Document Understanding at Sub-Billion Scale ACL 2025 A Reality Check on Context Utilisation for Retrieval-Augmented Generation ACL 2025 A Reasoning-Based Approach to Cryptic Crossword Clue Solving ICML 2025 Are BabyLMs Deaf to Gricean Maxims? A Pragmatic Evaluation of Sample-efficient Language Models EMNLP 2025 Are Checklists Really Useful for Automatic Evaluation of Generative Tasks? EMNLP 2025 A Recipe For Building a Compliant Real Estate Chatbot COLING 2025 A Recipe of Parallel Corpora Exploitation for Multilingual Large Language Models NAACL 2025 Are Dialects Better Prompters? A Case Study on Arabic Subjective Text Classification ACL 2025 Are Economists Always More Introverted? Analyzing Consistency in Persona-Assigned LLMs EMNLP 2025 A REGNLP Framework: Developing Retrieval-Augmented Generation for Regulatory Document Analysis COLING 2025 A Reinforcement Learning Framework for Cross-Lingual Stance Detection Using Chain-of-Thought Alignment ACL 2025 Are Key-Phrases All That Reviewers Care About? A Comprehensive Benchmarking of Reviewer Matchmaking Systems AAAI 2025 Are Knowledge and Reference in Multilingual Language Models Cross-Lingually Consistent? EMNLP 2025 Are Language Models Agnostic to Linguistically Grounded Perturbations? A Case Study of Indic Languages NAACL 2025 Are Large Language Models Chronically Online Surfers? A Dataset for Chinese Internet Meme Explanation EMNLP 2025