Inferring L1 Backgrounds from L2 English with LLM Token Probabilities
This work investigates a token probability approach that scores each text sample as a continuation of a prompt prefix specifying a candidate L1, then predicts the candidate with the highest score, which substantially improves on direct classification.
Ahmet Yavuz Uluslu, M. Gales, Kate Knill et al.
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