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upvoted 5 papers about 1 year ago

Policy Filtration in RLHF to Fine-Tune LLM for Code Generation

Paper • 2409.06957 • Published Sep 11, 2024 • 8

MM-PRM: Enhancing Multimodal Mathematical Reasoning with Scalable Step-Level Supervision

Paper • 2505.13427 • Published May 19, 2025 • 26

CPGD: Toward Stable Rule-based Reinforcement Learning for Language Models

Paper • 2505.12504 • Published May 18, 2025 • 24

LeetCodeDataset: A Temporal Dataset for Robust Evaluation and Efficient Training of Code LLMs

Paper • 2504.14655 • Published Apr 20, 2025 • 21

Pre-DPO: Improving Data Utilization in Direct Preference Optimization Using a Guiding Reference Model

Paper • 2504.15843 • Published Apr 22, 2025 • 16