reinforcement learning

Community-Aware Assessment of Social Textual Engagement and Resonance: A Human-Centric Perspective on User-Generated Content Evaluation ACL 2026 Compatibility-Aware Dynamic Fine-Tuning for Large Language Models ACL 2026 Conan: Progressive Learning to Reason Like a Detective over Multi-Scale Visual Evidence CVPR 2026 Confidence-Calibrated Small-Large Language Model Collaboration for Cost-Efficient Reasoning EACL 2026 Consolidation or Adaptation? PRISM: Disentangling SFT and RL Data via Gradient Concentration ACL 2026 Constructing a Japanese Rap Lyric Generation Model with GRPO ACL 2026 Context-Sensitive Abstractions for Reinforcement Learning with Parameterized Actions AAAI 2026 Contribution-aware Token Compression for Efficient Video Understanding via Reinforcement Learning AAAI 2026 Controlling Multimodal Conversational Agents with Coverage-Enhanced Latent Actions ACL 2026 Coordinating Search-Informed Reasoning and Reasoning-Guided Search in Claim Verification ACL 2026 CoVerRL: Breaking the Consensus Trap in Label-Free Reasoning via Generator-Verifier Co-Evolution ACL 2026 COVR: Collaborative Optimization of VLMs and RL Agent for Visual-Based Control AAAI 2026 CRAF: A Clinical Reasoning-Adaptive Framework via Reinforcement Learning for Similar Case Retrieval AAAI 2026 CRAFT: Aligning Diffusion Models with Fine-Tuning Is Easier Than You Think CVPR 2026 CriticLean: Critic-Guided Reinforcement Learning for Mathematical Formalization ACL 2026 CRL-Prompt: Contrastive and Reinforcement Learning for Soft Prompt Tuning for Text Classification ACL 2026 Crossing the Reward Bridge: Expanding Reinforcement Learning with Verifiable Rewards Across Diverse Domains ACL 2026 Cross-modal Identity Mapping: Minimizing Information Loss in Modality Conversion via Reinforcement Learning CVPR 2026 CSPO: Alleviating Reward Ambiguity for Structured Table-to-LaTeX Generation ACL 2026 CSRP: Chain-of-Thought Reasoning for Chinese Text Correction via Reinforcement Learning with Efficiency-Aware Rewards ACL 2026 CueBench: Advancing Unified Understanding of Context-Aware Video Anomalies in Real-World AAAI 2026 Cultivating Forensic Reasoning for Generalizable Multimodal Manipulation Detection ACL 2026 CultureRL: Internalizing Cultural Principles in Large Language Models via Norm-Driven Reinforcement Learning AAAI 2026 CURE-Med: Curriculum-Informed Reinforcement Learning for Multilingual Medical Reasoning ACL 2026 CycleChemist: A Dual-Pronged Machine Learning Framework for Organic Photovoltaic Discovery AAAI 2026