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Honglak Lee

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#natural language process... Preprint Aug 2026

Co-Evolving Actor-Conditioned Critics for Non-Verifiable Generation

TAIScore (Targeted Actionable Improvement Score), a reward that evaluates the instruction, initial response, critique, and revision together, assessing whether the critique targets a real weakness, whether the actor follows it, and whether the intended aspect improves, is introduced.

Jinyoung Kim, Muhammad Khalifa, L. Logeswaran et al. · 0 citations

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