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cs.CL2024
No Preference Left Behind: Group Distributional Preference Optimization
Binwei Yao, Zefan Cai, Yun-Shiuan Chuang +4
Preferences within a group of people are not uniform but follow a distribution. While existing alignment methods like Direct Preference Optimization (DPO) attempt to steer models t…
cs.AI2024
Towards Reliable and Empathetic Depression-Diagnosis-Oriented Chats
Kunyao Lan, Cong Ming, Binwei Yao +2
Chatbots can serve as a viable tool for preliminary depression diagnosis via interactive conversations with potential patients. Nevertheless, the blend of task-oriented and chit-ch…