Deep Learning

Do Code Semantics Help? A Comprehensive Study on Execution Trace-Based Information for Code Large Language Models EMNLP 2025 Do Construction Distributions Shape Formal Language Learning In German BabyLMs? CoNLL 2025 Docopilot: Improving Multimodal Models for Document-Level Understanding CVPR 2025 DocSAM: Unified Document Image Segmentation via Query Decomposition and Heterogeneous Mixed Learning CVPR 2025 DocSpiral: A Platform for Integrated Assistive Document Annotation through Human-in-the-Spiral ACL 2025 DocTTT: Test-Time Training for Handwritten Document Recognition using Meta-Auxiliary Learning WACV 2025 Document Attribution: Examining Citation Relationships using Large Language Models ACL 2025 Document-level Simplification and Illustration Generation Multimodal Coherence EMNLP 2025 Document-Level Text Generation with Minimum Bayes Risk Decoding using Optimal Transport ACL 2025 Document Segmentation Matters for Retrieval-Augmented Generation ACL 2025 Do Deep Neural Network Solutions Form a Star Domain? ICLR 2025 Does Acceleration Cause Hidden Instability in Vision Language Models? Uncovering Instance-Level Divergence Through a Large-Scale Empirical Study EMNLP 2025 Does Biomedical Training Lead to Better Medical Performance? ACL 2025 Does Chain-of-Thought Reasoning Really Reduce Harmfulness from Jailbreaking? ACL 2025 Does Context Matter? ContextualJudgeBench for Evaluating LLM-based Judges in Contextual Settings ACL 2025 Does Data Scaling Lead to Visual Compositional Generalization? ICML 2025 Does GCL Need a Large Number of Negative Samples? Enhancing Graph Contrastive Learning with Effective and Efficient Negative Sampling AAAI 2025 Does Generation Require Memorization? Creative Diffusion Models using Ambient Diffusion ICML 2025 Does Graph Prompt Work? A Data Operation Perspective with Theoretical Analysis ICML 2025 Does Knowing More Make You Easier to Trick? Adversarial Robustness of Multi-Target Regression AAAI 2025 Does learning the right latent variables necessarily improve in-context learning? ICML 2025 Does Localization Inform Unlearning? A Rigorous Examination of Local Parameter Attribution for Knowledge Unlearning in Language Models EMNLP 2025 Does One-shot Give the Best Shot? Mitigating Model Inconsistency in One-shot Federated Learning ICML 2025 Does quantization affect models’ performance on long-context tasks? EMNLP 2025 Does SGD really happen in tiny subspaces? ICLR 2025