"coding tasks" Papers

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Angles Don’t Lie: Unlocking Training‑Efficient RL Through the Model’s Own Signals

Qinsi Wang, Jinghan Ke, Hancheng Ye et al.

NEURIPS 2025spotlight

HelpSteer3-Preference: Open Human-Annotated Preference Data across Diverse Tasks and Languages

Zhilin Wang, Jiaqi Zeng, Olivier Delalleau et al.

NEURIPS 2025arXiv:2505.11475
38
citations

Preference Optimization for Reasoning with Pseudo Feedback

Fangkai Jiao, Geyang Guo, Xingxing Zhang et al.

ICLR 2025arXiv:2411.16345
35
citations

Wider or Deeper? Scaling LLM Inference-Time Compute with Adaptive Branching Tree Search

Yuichi Inoue, Kou Misaki, Yuki Imajuku et al.

NEURIPS 2025spotlightarXiv:2503.04412
24
citations