reinforcement learning

RV-HATE: Reinforced Multi-Module Voting for Implicit Hate Speech Detection ACL 2026 Ryze: Evidence-Enriched Data Synthesis from Biomedical Papers ACL 2026 S^4: Operationalizing Speech Act Theory for Strategic Semi-Structured Psychiatric Interview ACL 2026 SABER: Switchable and Balanced Training for Efficient LLM Reasoning AAAI 2026 SACO: Sequence-Aware Constrained Optimization Framework for Coupon Distribution in E-commerce AAAI 2026 SAFE-QAQ: End-to-End Slow-Thinking Audio-Text Fraud Detection via Reinforcement Learning ACL 2026 SAFER-AiD: Saccade-Assisted Foveal-peripheral vision Enhanced Reconstruction for Adversarial Defense WACV 2026 SafeSearch: Do Not Trade Safety for Utility in LLM Search Agents EACL 2026 SAGE: Training Smart Any-Horizon Agents for Long Video Reasoning with Reinforcement Learning CVPR 2026 SAIR-Comb : A Structure-Aware Iterative Refinement Framework for Combinatorics Autoformalization ACL 2026 Saliency-R1: Enforcing Interpretable and Faithful Vision-language Reasoning via Saliency-map Alignment Reward CVPR 2026 SALT: Step-level Advantage Assignment for Long-horizon Agents via Trajectory Graph EACL 2026 SAMIX: Reinforcing SAM2 with Semantic Adapter and Reference Selecting Policy for Mix-Supervised Segmentation CVPR 2026 SAMTok: Representing Any Mask with Two Words CVPR 2026 SARL-STG: A Spatially Aware Reinforcement Learning Framework for Refining MLLMs in Spatio-Temporal Video Grounding CVPR 2026 Scalable Multi-Objective and Meta Reinforcement Learning via Gradient Estimation AAAI 2026 ScaleBox: Enabling High-Fidelity and Scalable Code Verification for Large Language Models ACL 2026 Scaling Reasoning, Losing Control: Evaluating Instruction Following in Large Reasoning Models ACL 2026 SCoPE VLM: Selective Context Processing for Efficient Document Navigation in Vision-Language Models EACL 2026 SDE-HARL: Scalable Distributed Policy Execution for Heterogeneous-Agent Reinforcement Learning AAAI 2026 SearchGym: Bootstrapping Real-World Search Agents via Cost-Effective and High-Fidelity Environment Simulation ACL 2026 SEARL: Joint Optimization of Policy and Tool Graph Memory for Self-Evolving Agents ACL 2026 SeCuRepair: Semantics-Aligned, Curriculum-Driven, and Reasoning-Enhanced Vulnerability Repair Framework ACL 2026 See Further, Think Deeper: Advancing VLM's Reasoning Ability with Low-level Visual Cues and Reflection CVPR 2026 Seeing is Improving: Visual Feedback for Iterative Text Layout Refinement CVPR 2026