Search Results for author: Derek Chong

Found 2 papers, 1 papers with code

Detecting Label Errors by using Pre-Trained Language Models

1 code implementation25 May 2022 Derek Chong, Jenny Hong, Christopher D. Manning

We show that large pre-trained language models are inherently highly capable of identifying label errors in natural language datasets: simply examining out-of-sample data points in descending order of fine-tuned task loss significantly outperforms more complex error-detection mechanisms proposed in previous work.

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