Large Language Models

AutoDSPy: Automating Modular Prompt Design with Reinforcement Learning for Small and Large Language Models EMNLP 2025 AutoElicit: Using Large Language Models for Expert Prior Elicitation in Predictive Modelling ICML 2025 Autoformalization in the Wild: Assessing LLMs on Real-World Mathematical Definitions EMNLP 2025 Autoformulation of Mathematical Optimization Models Using LLMs ICML 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 Creation of Reusable and Diverse Toolsets for Enhancing LLM Reasoning AAAI 2025 Automated Detection of Pre-training Text in Black-box LLMs IJCAI 2025 Automated Evidence Extraction and Scoring for Corporate Climate Policy Engagement: A Multilingual RAG Approach EMNLP 2025 Automated Generation of Challenging Multiple-Choice Questions for Vision Language Model Evaluation CVPR 2025 Automated Hypothesis Validation with Agentic Sequential Falsifications ICML 2025 Automated L2 Proficiency Scoring: Weak Supervision, Large Language Models, and Statistical Guarantees ACL 2025 Automated Red Teaming with GOAT: the Generative Offensive Agent Tester ICML 2025 Automated Structured Radiology Report Generation ACL 2025 Automatically Generating Chinese Homophone Words to Probe Machine Translation Estimation Systems NAACL 2025 Automatic Scoring of an Open-Response Measure of Advanced Mind-Reading Using Large Language Models NAACL 2025 Automating Alternative Generation in Decision-Making EMNLP 2025 Automating Legal Interpretation with LLMs: Retrieval, Generation, and Evaluation ACL 2025 Automating Steering for Safe Multimodal Large Language Models EMNLP 2025 Automating the loop in traffic incident management on highway L4DC 2025 AutoML-Agent: A Multi-Agent LLM Framework for Full-Pipeline AutoML ICML 2025 AutoMMLab: Automatically Generating Deployable Models from Language Instructions for Computer Vision Tasks AAAI 2025 Automotive Document Labeling Using Large Language Models EMNLP 2025 AutoPDL: Automatic Prompt Optimization for LLM Agents AutoML 2025 AutoPrompt: Automated Red-Teaming of Text-to-Image Models via LLM-Driven Adversarial Prompts ICCV 2025