Natural Language Processing

AutoEvolve: Automatically Evolving Queries for Applicable and Scalable Retrieval-Augmented Generation Benchmarking EMNLP 2025 Autoformalization in the Wild: Assessing LLMs on Real-World Mathematical Definitions EMNLP 2025 Autoformalizing Natural Language to First-Order Logic: A Case Study in Logical Fallacy Detection IJCNLP 2025 Autoformulation of Mathematical Optimization Models Using LLMs ICML 2025 Auto-GDA: Automatic Domain Adaptation for Efficient Grounding Verification in Retrieval-Augmented Generation ICLR 2025 AutoIntent: AutoML for Text Classification EMNLP 2025 Automated Assessment of Student Self-Explanation in Code Comprehension Using Pre-Trained Language Models AAAI 2025 Automated Authentication of Quranic Verses Using BERT (Bidirectional Encoder Representations from Transformers) based Language Models COLING 2025 Automated Claim–Evidence Extraction for Political Discourse Analysis: A Large Language Model Approach to Rodong Sinmun Editorials ACL 2025 Automated Clinical Data Extraction with Knowledge Conditioned LLMs COLING 2025 Automated Coding of Counsellor and Client Behaviours in Motivational Interviewing Transcripts: Validation and Application AACL 2025 Automated Collection of Evaluation Dataset for Semantic Search in Low-Resource Domain Language COLING 2025 Automated Creativity Evaluation for Large Language Models: A Reference-Based Approach EMNLP 2025 Automated Decision-Making on Networks with LLMs through Knowledge-Guided Evolution IJCAI 2025 Automated Evaluation for Terminology Translation Related to the EEA Agreement EMNLP 2025 Automated Evidence Extraction and Scoring for Corporate Climate Policy Engagement: A Multilingual RAG Approach EMNLP 2025 Automated Generation of Arabic Verb Conjugations with Multilingual Urdu Translation: An NLP Approach COLING 2025 Automated Generation of Challenging Multiple-Choice Questions for Vision Language Model Evaluation CVPR 2025 Automated Knowledge Graph Construction using Large Language Models and Sentence Complexity Modelling EMNLP 2025 Automated L2 Proficiency Scoring: Weak Supervision, Large Language Models, and Statistical Guarantees ACL 2025 Automated main concept generation for narrative discourse assessment in aphasia ACL 2025 Automated Progressive Red Teaming COLING 2025 Automated Scoring of a German Written Elicited Imitation Test ACL 2025 Automated Scoring of Communication Skills in Physician-Patient Interaction: Balancing Performance and Scalability ACL 2025 Automated Structured Radiology Report Generation ACL 2025