Machine Learning

Auto Cherry-Picker: Learning from High-quality Generative Data Driven by Language CVPR 2025 AutoChunker: Structured Text Chunking and its Evaluation ACL 2025 AUTOCIRCUIT-RL: Reinforcement Learning-Driven LLM for Automated Circuit Topology Generation ICML 2025 Autocorrelation Matters: Understanding the Role of Initialization Schemes for State Space Models ICLR 2025 AutoCT: Automating Interpretable Clinical Trial Prediction with LLM Agents EMNLP 2025 AutoCVSS: Assessing the Performance of LLMs for Automated Software Vulnerability Scoring EMNLP 2025 AutoDSPy: Automating Modular Prompt Design with Reinforcement Learning for Small and Large Language Models EMNLP 2025 Autoencoder-Based Hybrid Replay for Class-Incremental Learning ICML 2025 Autoencoders in Function Space JMLR 2025 Auto Encoding Neural Process for Multi-interest Recommendation AAAI 2025 AutoEval: Autonomous Evaluation of Generalist Robot Manipulation Policies in the Real World CoRL 2025 AutoEval Done Right: Using Synthetic Data for Model Evaluation ICML 2025 AutoEvolve: Automatically Evolving Queries for Applicable and Scalable Retrieval-Augmented Generation Benchmarking EMNLP 2025 AutoFEA: Enhancing AI Copilot by Integrating Finite Element Analysis Using Large Language Models with Graph Neural Networks AAAI 2025 Autoformalization in the Wild: Assessing LLMs on Real-World Mathematical Definitions EMNLP 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 AutoGFM: Automated Graph Foundation Model with Adaptive Architecture Customization ICML 2025 AutoG: Towards automatic graph construction from tabular data ICLR 2025 AutoIntent: AutoML for Text Classification EMNLP 2025 AutoLUT: LUT-Based Image Super-Resolution with Automatic Sampling and Adaptive Residual Learning CVPR 2025 Automated Assessment of Student Self-Explanation in Code Comprehension Using Pre-Trained Language Models AAAI 2025 Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models ACL 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