Google Inc.

Bowen Liang

Taro Watanabe

Tetsuji Nakagawa

Alexander Rudnick

Wei Wang

Macduff Richard Hughes

A method includes generating a base model by training with a first dataset of data pairs and generating an adapted model by training the base model on a second dataset of data pairs. The method also includes determining a contrastive score for each data pair of a third dataset of data pairs using the base model and the adapted model. The contrastive score is indicative of a probability of quality of the respective data pair. The method also includes training a target model using the data pairs of the third dataset and the contrastive scores.

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Bowen Liang