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Jared Scott, Jesse Roberts · 2026 · DOI 10.32473/flairs.39.1.141777

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KARMA: Karma-Aligned Reward Model Adaptation

cs.CL · 2026-05-26 · unverdicted · novelty 5.0

KARMA adapts reward models from Reddit karma data to align LLMs with conversational pragmatics, finding that context-only rewards outperform karma-predictive ones downstream while reducing factuality across conditions.

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  • KARMA: Karma-Aligned Reward Model Adaptation cs.CL · 2026-05-26 · unverdicted · none · ref 20

    KARMA adapts reward models from Reddit karma data to align LLMs with conversational pragmatics, finding that context-only rewards outperform karma-predictive ones downstream while reducing factuality across conditions.