Artificial Intelligence

On the Training Convergence of Transformers for In-Context Classification of Gaussian Mixtures ICML 2025 On the Transferability of Causal Knowledge for Language Models NAACL 2025 On the Transfer of Object-Centric Representation Learning ICLR 2025 On the Versatility of Sparse Autoencoders for In-Context Learning EMNLP 2025 On the Vulnerability of Applying Retrieval-Augmented Generation within Knowledge-Intensive Application Domains ICML 2025 On the Way to LLM Personalization: Learning to Remember User Conversations ACL 2025 On the Zero-shot Adversarial Robustness of Vision-Language Models: A Truly Zero-shot and Training-free Approach CVPR 2025 Ontology-Guided Reverse Thinking Makes Large Language Models Stronger on Knowledge Graph Question Answering ACL 2025 On Tractability of Learning Bayesian Networks with Ancestral Constraints AISTATS 2025 On Understanding Attention-Based In-Context Learning for Categorical Data ICML 2025 On Weaponization-Resistant Large Language Models with Prospect Theoretic Alignment COLING 2025 On Zero-Initialized Attention: Optimal Prompt and Gating Factor Estimation ICML 2025 Open Ad-hoc Categorization with Contextualized Feature Learning CVPR 2025 OpenBioNER: Lightweight Open-Domain Biomedical Named Entity Recognition Through Entity Type Description NAACL 2025 OpenCapBench: A Benchmark to Bridge Pose Estimation and Biomechanics WACV 2025 OpenCity3D: What do Vision-Language Models Know About Urban Environments? WACV 2025 Open-CK: A Large Multi-Physics Fields Coupling benchmarks in Combustion Kinetics ICLR 2025 OpenCoder: The Open Cookbook for Top-Tier Code Large Language Models ACL 2025 Open Domain Question Answering with Conflicting Contexts NAACL 2025 Open-ended Hierarchical Streaming Video Understanding with Vision Language Models ICCV 2025 OpenHands: An Open Platform for AI Software Developers as Generalist Agents ICLR 2025 OpenING: A Comprehensive Benchmark for Judging Open-ended Interleaved Image-Text Generation CVPR 2025 OpenMathInstruct-2: Accelerating AI for Math with Massive Open-Source Instruction Data ICLR 2025 Open Models, Closed Minds? On Agents Capabilities in Mimicking Human Personalities through Open Large Language Models AAAI 2025 OpenNER 1.0: Standardized Open-Access Named Entity Recognition Datasets in 50+ Languages EMNLP 2025