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Binary classifier optimization for large language model alignment , author=

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cs.CL · 2026-05-11 · unverdicted · novelty 5.0

C-BPO personalizes LLMs via preference-calibrated binary signals and PU learning theory to isolate inter-user differences from shared task knowledge.

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Personalizing LLMs with Binary Feedback: A Preference-Corrected Optimization Framework cs.CL · 2026-05-11 · unverdicted · none · ref 3
C-BPO personalizes LLMs via preference-calibrated binary signals and PU learning theory to isolate inter-user differences from shared task knowledge.