Jiahuan Pei

Current language models can't grasp the meaning of "break a leg" if you ask them to retrieve documents about "wishing someone good luck," revealing a surprising lack of semantic abstraction.

Current NLP metrics for "trustworthy" AI in mental health are dangerously misaligned with the actual needs of patients and practitioners.