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20232026
most citedRethinking Semi-Supervised Imbalanced Node Classification from Bias-Variance Decomposition

6 citations · 6 across the 8 of their papers we have counts for

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cs.CL2025

Right Is Not Enough: The Pitfalls of Outcome Supervision in Training LLMs for Math Reasoning

Jiaxing Guo, Wenjie Yang, Shengzhong Zhang +4

Outcome-rewarded Large Language Models (LLMs) have demonstrated remarkable success in mathematical problem-solving. However, this success often masks a critical issue: models frequ…