Culture Magazine

Syntax Acquisition, Phase Transitions, and Simplicity Bias in MLMs

By Bbenzon @bbenzon

New work w/@ziv_ravid @kchonyc @leavittron @nsaphra: We break the steepest MLM loss drop into *2* phase changes: first in internal grammatical structure, then external capabilities. Big implications for emergence, simplicity bias, and interpretability! đŸ§ľ https://t.co/15KcwwK7nP pic.twitter.com/GRFvaQ3DnA

— Angelica Chen (@_angie_chen) September 15, 2023

Read the whole thread and check out the paper.


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