reinforcement learning

Findings of the JUST-NLP 2025 Shared Task on English-to-Hindi Legal Machine Translation AACL 2025 FinRipple: Aligning Large Language Models with Financial Market for Event Ripple Effect Awareness ACL 2025 Fixing Distribution Shifts of LLM Self-Critique via On-Policy Self-Play Training ACL 2025 FLAG-TRADER: Fusion LLM-Agent with Gradient-based Reinforcement Learning for Financial Trading ACL 2025 Flat Reward in Policy Parameter Space Implies Robust Reinforcement Learning ICLR 2025 Flexible Thinking for Multimodal Emotional Support Conversation via Reinforcement Learning EMNLP 2025 Following Length Constraints in Instructions EMNLP 2025 Following the Human Thread in Social Navigation ICLR 2025 Forward KL Regularized Preference Optimization for Aligning Diffusion Policies AAAI 2025 FRACTAL: Fine-Grained Scoring from Aggregate Text Labels ACL 2025 From General Reward to Targeted Reward: Improving Open-ended Long-context Generation Models EMNLP 2025 From Multimodal LLMs to Generalist Embodied Agents: Methods and Lessons CVPR 2025 From Perceptions to Decisions: Wildfire Evacuation Decision Prediction with Behavioral Theory-informed LLMs ACL 2025 From Problem-Solving to Teaching Problem-Solving: Aligning LLMs with Pedagogy using Reinforcement Learning EMNLP 2025 Full-Step-DPO: Self-Supervised Preference Optimization with Step-wise Rewards for Mathematical Reasoning ACL 2025 GARLIC: GPT-Augmented Reinforcement Learning with Intelligent Control for Vehicle Dispatching AAAI 2025 Gazing at Rewards: Eye Movements as a Lens into Human and AI Decision-Making in Hybrid Visual Foraging CVPR 2025 GenAL: Generative Agent for Adaptive Learning AAAI 2025 Generate First, Then Sample: Enhancing Fake News Detection with LLM-Augmented Reinforced Sampling ACL 2025 Generating Freeform Endoskeletal Robots ICLR 2025 Generating Questions Under Discussion with Reinforcement Learning using Ranking and Scoring for Reward and Evaluation IJCNLP 2025 Generation of Geodesics with Actor-Critic Reinforcement Learning to Predict Midpoints JMLR 2025 Generative Reward Modeling via Synthetic Criteria Preference Learning ACL 2025 GENTEEL-NEGOTIATOR: LLM-Enhanced Mixture-of-Expert-Based Reinforcement Learning Approach for Polite Negotiation Dialogue AAAI 2025 GeoExplorer: Active Geo-localization with Curiosity-Driven Exploration ICCV 2025