ERR+: Sequential Entropy Resolution for Efficient and Decisive LLM Reasoning
A formal analysis showing that joint optimization of the two objectives induces gradient conflict in early training, motivating the sequential design of ERR+, a two-phase RLVR framework grounded in this observation.
Xinle Jiang, Min-Hao Wang, Wen Wu et al.
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