Foundation Models

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 AutoGFM: Automated Graph Foundation Model with Adaptive Architecture Customization ICML 2025 AutoKB: Automated Creation of Structured Knowledge Bases for Domain-Specific Support NAACL 2025 Automated Authentication of Quranic Verses Using BERT (Bidirectional Encoder Representations from Transformers) based Language Models COLING 2025 Automated Detection of Pre-training Text in Black-box LLMs IJCAI 2025 Automated Generation of Challenging Multiple-Choice Questions for Vision Language Model Evaluation CVPR 2025 Automated Molecular Concept Generation and Labeling with Large Language Models COLING 2025 Automated Structured Radiology Report Generation ACL 2025 Automatic Evaluation of Healthcare LLMs Beyond Question-Answering NAACL 2025 Automatic Expert Discovery in LLM Upcycling via Sparse Interpolated Mixture-of-Experts ACL 2025 Automatic Generation of Inference Making Questions for Reading Comprehension Assessments ACL 2025 Automatic Mathematic In-Context Example Generation for LLM Using Multi-Modal Consistency COLING 2025 Automatic Text Segmentation of Ancient and Historic Hebrew NAACL 2025 Automating Intervention Discovery from Scientific Literature: A Progressive Ontology Prompting and Dual-LLM Framework IJCAI 2025 AutoMMLab: Automatically Generating Deployable Models from Language Instructions for Computer Vision Tasks AAAI 2025 Autonomous Data Selection with Zero-shot Generative Classifiers for Mathematical Texts ACL 2025 Autonomy-of-Experts Models ICML 2025 AutoProSAM: Automated Prompting SAM for 3D Multi-Organ Segmentation WACV 2025 AutoSDT: Scaling Data-Driven Discovery Tasks Toward Open Co-Scientists EMNLP 2025 AUTOSUMM: A Comprehensive Framework for LLM-Based Conversation Summarization ACL 2025 A Vision Foundation Model for Cataract Surgery Using Joint-Embedding Predictive Architecture MIDL 2025 Awakening Augmented Generation: Learning to Awaken Internal Knowledge of Large Language Models for Question Answering COLING 2025 Back Attention: Understanding and Enhancing Multi-Hop Reasoning in Large Language Models EMNLP 2025 Backdoor Attacks in Token Selection of Attention Mechanism ICML 2025