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Visualizing and Measuring the Geometry of BERT

NeurIPS, pp.8592-8600, (2019)

Cited by: 59|Views113
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Abstract

Our object of study is the BERT model introduced in [6]. To set context and terminology, we briefly describe the model's architecture. The input to BERT is based on a sequence of tokens (words or pieces of words). The output is a sequence of vectors, one for each input token. We will often refer to these vectors as context embeddings beca...More

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Author
Emily Reif
Emily Reif
Ann Yuan
Ann Yuan
Andy Coenen
Andy Coenen
Adam Pearce
Adam Pearce
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