conftrace_

process reward

17 papers

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Co-occurring keywords

large language model (13587) reinforcement learning (4352) reward modeling (164) process reward model (53) multimodal reasoning (197) retrieval-augmented generation (1592) reward model (276) reasoning path (75) multi-turn reinforcement learning (6) vision-language model (2348)

Papers

ReCode: Reinforcing Code Generation with Reasoning-Process Rewards ACL 2026
TROJail: Trajectory-Level Optimization for Multi-Turn Large Language Model Jailbreaks with Process Rewards ACL 2026
K-STaR: Knowledge-Aware Self-Taught Reasoner AAAI 2026
CodeTool: Enhancing Programmatic Tool Invocation of LLMs via Process Supervision ACL 2025
R3-RAG: Learning Step-by-Step Reasoning and Retrieval for LLMs via Reinforcement Learning EMNLP 2025
ViLBench: A Suite for Vision-Language Process Reward Modeling EMNLP 2025
VLRMBench: A Comprehensive and Challenging Benchmark for Vision-Language Reward Models ICCV 2025
EPO: Explicit Policy Optimization for Strategic Reasoning in LLMs via Reinforcement Learning ACL 2025
Generative Reward Modeling via Synthetic Criteria Preference Learning ACL 2025
GRAT: Guiding Retrieval-Augmented Reasoning through Process Rewards Tree Search ACL 2025
BPP-Search: Enhancing Tree of Thought Reasoning for Mathematical Modeling Problem Solving ACL 2025
Progressive Multimodal Reasoning via Active Retrieval ACL 2025
TreeRL: LLM Reinforcement Learning with On-Policy Tree Search ACL 2025
LLMSR@XLLM25: A Language Model-Based Pipeline for Structured Reasoning Data Construction ACL 2025
LeTS: Learning to Think-and-Search via Process-and-Outcome Reward Hybridization EMNLP 2025
ReST-MCTS*: LLM Self-Training via Process Reward Guided Tree Search NIPS 2024
Learning Planning-based Reasoning by Trajectories Collection and Process Reward Synthesizing EMNLP 2024