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shaina raza · Iuliia Zarubiieva · Ahmed Radwan · Nathaniel Lesperance · Deval Pandya · Sedef Akinli Kocak · Graham Taylor
Judy Zhu · Dhari Gandhi · Ahmad Mianroodi · Dhanesh Ramachandram · Sedef Akinli Kocak · shaina raza
Sindhuja Chaduvula · Ahmed Y. Radwan · Azib Farooq · Yani Ioannou · shaina raza
Preference alignment methods such as RLHF and Direct Preference Optimization (DPO) improve instruction following, but they can also reinforce hallucinations when preference judgments reward fluency and confidence over factual correctness. We introduce F-DPO (Factuality-aware Direct Preference Opt...