Machine Learning

Don’t Score too Early! Evaluating Argument Mining Models on Incomplete Essays ACL 2025 DON’T STOP ME NOW: EMBEDDING BASED SCHEDULING FOR LLMS ICLR 2025 Don’t stop pretraining! Efficiently building specialised language models in resource-constrained settings. NAACL 2025 Don’t Sweat the Small Stuff: Segment-Level Meta-Evaluation Based on Pairwise Difference Correlation EMNLP 2025 Don’t Take it Literally! Idiom-aware Vietnamese Translation via In-context Learning IJCNLP 2025 Don’t Take the Premise for Granted: Evaluating the Premise Critique Ability of Large Language Models EMNLP 2025 Don't Take Things Out of Context: Attention Intervention for Enhancing Chain-of-Thought Reasoning in Large Language Models ICLR 2025 Don’t Think It Twice: Exploit Shift Invariance for Efficient Online Streaming Inference of CNNs AAAI 2025 Doodle Your Keypoints: Sketch-Based Few-Shot Keypoint Detection ICCV 2025 Do PAC-Learners Learn the Marginal Distribution? ALT 2025 DOPL: Direct Online Preference Learning for Restless Bandits with Preference Feedback ICLR 2025 Doppelgangers and Adversarial Vulnerability CVPR 2025 Do Prevalent Bias Metrics Capture Allocational Harms from LLMs? NAACL 2025 DoraCycle: Domain-Oriented Adaptation of Unified Generative Model in Multimodal Cycles CVPR 2025 Do RAG Systems Really Suffer From Positional Bias? EMNLP 2025 DORM: Preference Data Weights Optimization for Reward Modeling in LLM Alignment EMNLP 2025 DORNet: A Degradation Oriented and Regularized Network for Blind Depth Super-Resolution CVPR 2025 Do Slides Help? Multi-modal Context for Automatic Transcription of Conference Talks EMNLP 2025 Do Stochastic, Feel Noiseless: Stable Stochastic Optimization via a Double Momentum Mechanism ICLR 2025 Do Syntactic Categories Help in Developmentally Motivated Curriculum Learning for Language Models? EMNLP 2025 DOTS: Learning to Reason Dynamically in LLMs via Optimal Reasoning Trajectories Search ICLR 2025 Double Debiased Machine Learning for Mediation Analysis with Continuous Treatments AISTATS 2025 Double-Filter: Efficient Fine-tuning of Pre-trained Vision-Language Models via Patch&Layer Filtering ICML 2025 Doubling Your Data in Minutes: Ultra-fast Tabular Data Generation via LLM-Induced Dependency Graphs EMNLP 2025 Doubly-Bounded Queue for Constrained Online Learning: Keeping Pace with Dynamics of Both Loss and Constraint AAAI 2025