Machine Learning

Does Your Vision-Language Model Get Lost in the Long Video Sampling Dilemma? ICCV 2025 DoF: A Diffusion Factorization Framework for Offline Multi-Agent Reinforcement Learning ICLR 2025 DoGA: Enhancing Grounded Object Detection via Grouped Pre-Training with Attributes AAAI 2025 DOGR: Leveraging Document-Oriented Contrastive Learning in Generative Retrieval AAAI 2025 Do ImageNet-trained Models Learn Shortcuts? The Impact of Frequency Shortcuts on Generalization CVPR 2025 Do Influence Functions Work on Large Language Models? EMNLP 2025 Do It Yourself: Learning Semantic Correspondence from Pseudo-Labels ICCV 2025 Do Language Models Mirror Human Confidence? Exploring Psychological Insights to Address Overconfidence in LLMs ACL 2025 Do Language Models Understand the Cognitive Tasks Given to Them? Investigations with the N-Back Paradigm ACL 2025 Do Large Language Models Align with Core Mental Health Counseling Competencies? NAACL 2025 Do Large Language Models excel in Complex Logical Reasoning with Formal Language? EMNLP 2025 Do Large Language Models have an English Accent? Evaluating and Improving the Naturalness of Multilingual LLMs ACL 2025 Do Large Language Models Have “Emotion Neurons”? Investigating the Existence and Role ACL 2025 Do Large Language Models Know When Not to Answer in Medical QA? EMNLP 2025 Do Large Language Models Learn Human-Like Strategic Preferences? ACL 2025 Do Large Language Models Mirror Cognitive Language Processing? COLING 2025 Do large language models solve verbal analogies like children do? CoNLL 2025 Do Large Language Models Truly Grasp Addition? A Rule-Focused Diagnostic Using Two-Integer Arithmetic EMNLP 2025 DOLLAR: Few-Step Video Generation via Distillation and Latent Reward Optimization ICCV 2025 Do LLM Agents Have Regret? A Case Study in Online Learning and Games ICLR 2025 Do LLM Modules Generalize? A Study on Motion Generation for Autonomous Driving CoRL 2025 Do LLMs Adhere to Label Definitions? Examining Their Receptivity to External Label Definitions EMNLP 2025 Do LLMs Align Human Values Regarding Social Biases? Judging and Explaining Social Biases with LLMs EMNLP 2025 Do LLMs Behave as Claimed? Investigating How LLMs Follow Their Own Claims using Counterfactual Questions EMNLP 2025 Do LLMs estimate uncertainty well in instruction-following? ICLR 2025