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Kenton Lee

What Kenton Lee thinks about transformers

@kenton-lee · 4 positions · On ppll ↗

One of the four authors of the 2018 paper "BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding", at Google AI Language, the affiliation printed on the paper.

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  1. Such restrictions are sub-optimal for sentence-level tasks, and could be very harmful when applying fine-tuning based approaches to token-level tasks such as question answering, where it is crucial to incorporate context from both directions.

    ↗BERT: Pre-training of Deep Bidirectional Transformers for Language Understandingarxiv.org All 16 from this paper