Representation Learning

DO-CoLM: Dynamic 3D Conformation Relationships Capture with Self-Adaptive Ordering Molecular Relational Modeling in Language Models IJCAI 2025 Do Construction Distributions Shape Formal Language Learning In German BabyLMs? CoNLL 2025 Document Attribution: Examining Citation Relationships using Large Language Models ACL 2025 DocVXQA: Context-Aware Visual Explanations for Document Question Answering ICML 2025 Does learning the right latent variables necessarily improve in-context learning? ICML 2025 Does Low Rank Adaptation Lead to Lower Robustness against Training-Time Attacks? ICML 2025 Does One-shot Give the Best Shot? Mitigating Model Inconsistency in One-shot Federated Learning ICML 2025 Does Self-Attention Need Separate Weights in Transformers? NAACL 2025 Do ImageNet-trained Models Learn Shortcuts? The Impact of Frequency Shortcuts on Generalization CVPR 2025 Do Large Language Models Have “Emotion Neurons”? Investigating the Existence and Role ACL 2025 Do Large Language Models Mirror Cognitive Language Processing? COLING 2025 Do LLMs Adhere to Label Definitions? Examining Their Receptivity to External Label Definitions EMNLP 2025 Domain Pre-training Impact on Representations EMNLP 2025 Domain Regeneration: How well do LLMs match syntactic properties of text domains? ACL 2025 Do Mice Grok? Glimpses of Hidden Progress in Sensory Cortex ICLR 2025 Don't flatten, tokenize! Unlocking the key to SoftMoE's efficacy in deep RL ICLR 2025 Doubling Your Data in Minutes: Ultra-fast Tabular Data Generation via LLM-Induced Dependency Graphs EMNLP 2025 Do Vision-Language Models Have Internal World Models? Towards an Atomic Evaluation ACL 2025 Do Vision-Language Models Really Understand Visual Language? ICML 2025 Do We Really Need All Those Dimensions? An Intrinsic Evaluation Framework for Compressed Embeddings EMNLP 2025 Do Your Best and Get Enough Rest for Continual Learning CVPR 2025 Drafting and Revision: Advancing High-Fidelity Video Inpainting IJCAI 2025 Draw Your Mind: Personalized Generation via Condition-Level Modeling in Text-to-Image Diffusion Models ICCV 2025 DREAM: Decoupled Discriminative Learning with Bigraph-aware Alignment for Semi-supervised 2D-3D Cross-modal Retrieval AAAI 2025 DreamRelation: Relation-Centric Video Customization ICCV 2025