Measuring and Mitigating Solution Mode Collapse in RLVR

Liv G. d'Aliberti, Marwa Abdulhai, Sofiia Druchyna +2

A language model (LM) can usually answer the same question in more than one way, but reinforcement learning with verifiable rewards (RLVR) is indifferent to which correct answer a…