Natural Language Processing

ReVision: A Dataset and Baseline VLM for Privacy-Preserving Task-Oriented Visual Instruction Rewriting IJCNLP 2025 ReVisionLLM: Recursive Vision-Language Model for Temporal Grounding in Hour-Long Videos CVPR 2025 Revisiting Chain-of-Thought in Code Generation: Do Language Models Need to Learn Reasoning before Coding? ICML 2025 Revisiting Chain-of-Thought Prompting: Zero-shot Can Be Stronger than Few-shot EMNLP 2025 Revisiting Change Captioning from Self-supervised Global-Part Alignment AAAI 2025 Revisiting Common Assumptions about Arabic Dialects in NLP ACL 2025 Revisiting Compositional Generalization Capability of Large Language Models Considering Instruction Following Ability ACL 2025 Revisiting Epistemic Markers in Confidence Estimation: Can Markers Accurately Reflect Large Language Models’ Uncertainty? ACL 2025 Revisiting Implicitly Abusive Language Detection: Evaluating LLMs in Zero-Shot and Few-Shot Settings COLING 2025 Revisiting In-context Learning Inference Circuit in Large Language Models ICLR 2025 Revisiting In-Context Learning with Long Context Language Models ACL 2025 Revisiting LLMs as Zero-Shot Time Series Forecasters: Small Noise Can Break Large Models ACL 2025 Revisiting LLM Value Probing Strategies: Are They Robust and Expressive? EMNLP 2025 Revisiting Scaling Laws for Language Models: The Role of Data Quality and Training Strategies ACL 2025 Revisiting the Givenness Hierarchy. A Corpus-Based Evaluation EMNLP 2025 Revisiting the Test-Time Scaling of o1-like Models: Do they Truly Possess Test-Time Scaling Capabilities? ACL 2025 Revisiting Word Embeddings in the LLM Era IJCNLP 2025 Revisit Self-Debugging with Self-Generated Tests for Code Generation ACL 2025 Revolve: Optimizing AI Systems by Tracking Response Evolution in Textual Optimization ICML 2025 Reward-Augmented Data Enhances Direct Preference Alignment of LLMs ICML 2025 Rewind and Render: Towards Factually Accurate Text-to-Video Generation with Distilled Knowledge Retrieval AAAI 2025 ReWind: Understanding Long Videos with Instructed Learnable Memory CVPR 2025 RGAR: Recurrence Generation-augmented Retrieval for Factual-aware Medical Question Answering EMNLP 2025 RGR-KBQA: Generating Logical Forms for Question Answering Using Knowledge-Graph-Enhanced Large Language Model COLING 2025 Rhetorical Device-Aware Sarcasm Detection with Counterfactual Data Augmentation ACL 2025