DeepTheorem Collection A dataset and RL-zero pipeline for advanced mathematical reasoning of informal theorem proving. • 6 items • Updated 15 days ago • 2
DeepTheorem: Advancing LLM Reasoning for Theorem Proving Through Natural Language and Reinforcement Learning Paper • 2505.23754 • Published 28 days ago • 16
Every Sample Matters: Leveraging Mixture-of-Experts and High-Quality Data for Efficient and Accurate Code LLM Paper • 2503.17793 • Published Mar 22 • 19
Code Graph Model (CGM): A Graph-Integrated Large Language Model for Repository-Level Software Engineering Tasks Paper • 2505.16901 • Published May 22 • 44
Multilingual Encoder Knows more than You Realize: Shared Weights Pretraining for Extremely Low-Resource Languages Paper • 2502.10852 • Published Feb 15 • 2
Draft Model Knows When to Stop: A Self-Verification Length Policy for Speculative Decoding Paper • 2411.18462 • Published Nov 27, 2024 • 6
Unifying the Perspectives of NLP and Software Engineering: A Survey on Language Models for Code Paper • 2311.07989 • Published Nov 14, 2023 • 25