| Reducing Reasoning Costs: The Path of Optimization for Chain of Thought via Sparse Attention Mechanism | Nov 14, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 | 0 |
| Reducing Retraining by Recycling Parameter-Efficient Prompts | Aug 10, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 | 0 |
| Reducing Sentiment Bias in Language Models via Counterfactual Evaluation | Nov 8, 2019 | Articlescounterfactual | —Unverified | 0 | 0 |
| REFIND: Retrieval-Augmented Factuality Hallucination Detection in Large Language Models | Feb 19, 2025 | HallucinationLanguage Modeling | —Unverified | 0 | 0 |
| Refine and Imitate: Reducing Repetition and Inconsistency in Dialogue Generation via Reinforcement Learning and Human Demonstration | Jan 1, 2021 | Dialogue GenerationLanguage Modeling | —Unverified | 0 | 0 |
| RefineCap: Concept-Aware Refinement for Image Captioning | Sep 8, 2021 | DecoderDescriptive | —Unverified | 0 | 0 |
| Refined Gate: A Simple and Effective Gating Mechanism for Recurrent Units | Feb 26, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 | 0 |
| REFINE-LM: Mitigating Language Model Stereotypes via Reinforcement Learning | Aug 18, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 | 0 |
| REFINE on Scarce Data: Retrieval Enhancement through Fine-Tuning via Model Fusion of Embedding Models | Oct 16, 2024 | Data AugmentationLanguage Modeling | —Unverified | 0 | 0 |
| Refining Integration-by-Parts Reduction of Feynman Integrals with Machine Learning | Feb 7, 2025 | Code GenerationLanguage Modeling | —Unverified | 0 | 0 |
| Reflection of Episodes: Learning to Play Game from Expert and Self Experiences | Feb 19, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 | 0 |
| Reflective Verbal Reward Design for Pluralistic Alignment | Jun 21, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 | 0 |
| Reformulating NLP tasks to Capture Longitudinal Manifestation of Language Disorders in People with Dementia | Oct 15, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 | 0 |
| REGen: Multimodal Retrieval-Embedded Generation for Long-to-Short Video Editing | May 24, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 | 0 |
| Regex-augmented Domain Transfer Topic Classification based on a Pre-trained Language Model: An application in Financial Domain | May 23, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 | 0 |
| RegionGPT: Towards Region Understanding Vision Language Model | Mar 4, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 | 0 |
| Regression with Large Language Models for Materials and Molecular Property Prediction | Sep 9, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 | 0 |
| Regularized Training of Nearest Neighbor Language Models | Sep 16, 2021 | L2 RegularizationLanguage Modeling | —Unverified | 0 | 0 |
| Regularizing activations in neural networks via distribution matching with the Wasserstein metric | Feb 13, 2020 | image-classificationImage Classification | —Unverified | 0 | 0 |
| Regularizing Text Categorization with Clusters of Words | Nov 1, 2016 | Language ModelingLanguage Modelling | —Unverified | 0 | 0 |
| Regular Patterns - Probably Approximately Correct Language Model | Nov 1, 2013 | Language ModelingLanguage Modelling | —Unverified | 0 | 0 |
| Reinforced Self-Training (ReST) for Language Modeling | Aug 17, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 | 0 |
| Reinforcement Learning from LLM Feedback to Counteract Goal Misgeneralization | Jan 14, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 | 0 |
| Reinforcement Learning is all You Need | Mar 12, 2025 | AllLanguage Modeling | —Unverified | 0 | 0 |
| Reinforcement Pre-Training | Jun 9, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 | 0 |
| Reinforcing Thinking through Reasoning-Enhanced Reward Models | Dec 31, 2024 | Decision MakingLanguage Modeling | —Unverified | 0 | 0 |
| Relating Neural Text Degeneration to Exposure Bias | Sep 17, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 | 0 |
| Relational Database Augmented Large Language Model | Jul 21, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 | 0 |
| Relational Memory Augmented Language Models | Jan 24, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 | 0 |
| Relationship of the language distance to English ability of a country | Nov 15, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 | 0 |
| Relations Prediction for Knowledge Graph Completion using Large Language Models | May 4, 2024 | Knowledge Graph CompletionKnowledge Graphs | —Unverified | 0 | 0 |
| RelationVLM: Making Large Vision-Language Models Understand Visual Relations | Mar 19, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 | 0 |
| Relative Counterfactual Contrastive Learning for Mitigating Pretrained Stance Bias in Stance Detection | May 16, 2024 | Contrastive Learningcounterfactual | —Unverified | 0 | 0 |
| Relative Overfitting and Accept-Reject Framework | May 12, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 | 0 |
| Relaxed Attention for Transformer Models | Sep 20, 2022 | DecoderImage Classification | —Unverified | 0 | 0 |
| Relaxed Softmax for learning from Positive and Unlabeled data | Sep 17, 2019 | Density EstimationLanguage Modeling | —Unverified | 0 | 0 |
| Release Strategies and the Social Impacts of Language Models | Aug 24, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 | 0 |
| Long-horizon Embodied Planning with Implicit Logical Inference and Hallucination Mitigation | Sep 24, 2024 | DiversityHallucination | —Unverified | 0 | 0 |
| Relevance-Promoting Language Model for Short-Text Conversation | Nov 26, 2019 | DiversityLanguage Modeling | —Unverified | 0 | 0 |
| Rel-grams: A Probabilistic Model of Relations in Text | Jun 1, 2012 | ArticlesKnowledge Base Construction | —Unverified | 0 | 0 |
| UniKnow: A Unified Framework for Reliable Language Model Behavior across Parametric and External Knowledge | Feb 19, 2025 | InformativenessLanguage Modeling | —Unverified | 0 | 0 |
| Reliable Semantic Understanding for Real World Zero-shot Object Goal Navigation | Oct 29, 2024 | Decision MakingLanguage Modeling | —Unverified | 0 | 0 |
| RELIC: Investigating Large Language Model Responses using Self-Consistency | Nov 28, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 | 0 |
| Reminding the Incremental Language Model via Data-Free Self-Distillation | Oct 17, 2021 | Data AugmentationLanguage Modeling | —Unverified | 0 | 0 |
| Remote Sensing Semantic Segmentation Quality Assessment based on Vision Language Model | Feb 19, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 | 0 |
| Remote Sensing Vision-Language Foundation Models without Annotations via Ground Remote Alignment | Dec 12, 2023 | image-classificationImage Classification | —Unverified | 0 | 0 |
| Remote Timing Attacks on Efficient Language Model Inference | Oct 22, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 | 0 |
| Removing Distributional Discrepancies in Captions Improves Image-Text Alignment | Oct 1, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 | 0 |
| Repairing Bugs in Python Assignments Using Large Language Models | Sep 29, 2022 | ChunkingLanguage Modeling | —Unverified | 0 | 0 |
| Repetition Facilitates Processing: The Processing Advantage of Construction Repetition in Dialogue | Nov 16, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 | 0 |