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upvoted a paper 10 days ago

LeanPRM: Lean-Grounded Process Supervision for Natural Language Proof Verification

Paper • 2610.17697 • Published 14 days ago • 8

upvoted a paper 3 months ago

Understanding Reasoning from Pretraining to Post-Training

Paper • 2607.16097 • Published Jul 17 • 28

upvoted a collection 3 months ago

Pre2Post-Chess

Collection

Open-sourced models and datasets for training the chess reasoning models. • 8 items • Updated Aug 8 • 7

upvoted a paper 5 months ago

End-to-End Context Compression at Scale

Paper • 2606.09659 • Published Jun 8 • 28

upvoted 2 papers 6 months ago

When Can LLMs Learn to Reason with Weak Supervision?

Paper • 2604.18574 • Published Apr 20 • 25

Improving Data Efficiency for LLM Reinforcement Fine-tuning Through Difficulty-targeted Online Data Selection and Rollout Replay

Paper • 2506.05316 • Published Jun 5, 2025 • 1

upvoted a collection 6 months ago

rlvr-weak-supervision

Collection

Models from "When Can LLMs Learn to Reason with Weak Supervision?" — Llama-3.2-3B with continual pre-training and Thinking SFT. • 3 items • Updated Apr 20 • 2

upvoted a paper 10 months ago

When Reasoning Meets Its Laws

Paper • 2512.17901 • Published Dec 19, 2025 • 62

upvoted a paper over 1 year ago

MiCRo: Mixture Modeling and Context-aware Routing for Personalized Preference Learning

Paper • 2505.24846 • Published May 30, 2025 • 15