Study of 3,172 US Chinese restaurants reveals systematic English–Chinese name gaps
stanfordnlp · x · 2026-11-01
- An MIT-led team (Diyi Yang, Deb Roy, et al.) studied systematic discrepancies between the Chinese and English names of American Chinese restaurants as a lens on immigrant cultural adaptation.
- They sampled 3,172 restaurants (10% of the total on Google Maps), proposed an 8-dimension name frame, and released the NameFrames dataset with 884 annotated parallel Chinese/English names.
- An NLP pipeline analyzes semantic discrepancies via frame-based and embedding-based distance metrics; early findings suggest English names emphasize location more.
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