reinforcement learning

Overview of the BioLaySumm 2025 Shared Task on Lay Summarization of Biomedical Research Articles and Radiology Reports ACL 2025 PABBO: Preferential Amortized Black-Box Optimization ICLR 2025 Pareto Prompt Optimization ICLR 2025 Parrot: A Training Pipeline Enhances Both Program CoT and Natural Language CoT for Reasoning EMNLP 2025 PaSa: An LLM Agent for Comprehensive Academic Paper Search ACL 2025 PASD: A Pixel-Adaptive Swarm Dynamics Approach for Unsupervised Low-Light Image Enhancement ICCV 2025 PATeam at SemEval-2025 Task 10: Two-stage News Analytical Framework: Target-oriented Semantic Segmentation and Sequence Generation LLMs for Cross-Lingual Entity and Narrative Analysis SemEval 2025 Persona Dynamics: Unveiling the Impact of Persona Traits on Agents in Text-Based Games ACL 2025 PhonoThink: Improving Large Language Models’ Reasoning on Chinese Phonological Ambiguities EMNLP 2025 PIRsuader: A Persuasive Chatbot for Mitigating Psychological Insulin Resistance in Type-2 Diabetic Patients COLING 2025 PKU-SafeRLHF: Towards Multi-Level Safety Alignment for LLMs with Human Preference ACL 2025 PLAN-TUNING: Post-Training Language Models to Learn Step-by-Step Planning for Complex Problem Solving EMNLP 2025 Playpen: An Environment for Exploring Learning From Dialogue Game Feedback EMNLP 2025 Poke and Strike: Learning Task-Informed Exploration Policies CoRL 2025 Policy Guided Tree Search for Enhanced LLM Reasoning ICML 2025 Policy Optimization under Imperfect Human Interactions with Agent-Gated Shared Autonomy ICLR 2025 PolyNet: Learning Diverse Solution Strategies for Neural Combinatorial Optimization ICLR 2025 Positive Text Reframing under Multi-strategy Optimization COLING 2025 Practicable Black-Box Evasion Attacks on Link Prediction in Dynamic Graphs—a Graph Sequential Embedding Method AAAI 2025 Predicate-Guided Generation for Mathematical Reasoning EMNLP 2025 PRED: Performance-oriented Random Early Detection for Consistently Stable Performance in Datacenters NSDI 2025 Preference Adaptive and Sequential Text-to-Image Generation ICML 2025 Prejudge-Before-Think: Enhancing Large Language Models at Test-Time by Process Prejudge Reasoning EMNLP 2025 Pretrained Image-Text Models are Secretly Video Captioners NAACL 2025 Primal-Dual Spectral Representation for Off-policy Evaluation AISTATS 2025