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Getting Started with Google BERT
book

Getting Started with Google BERT

by Sudharsan Ravichandiran
January 2021
Beginner to intermediate content levelBeginner to intermediate
352 pages
10h 17m
English
Packt Publishing
Content preview from Getting Started with Google BERT
Exploring Sentence and Domain-Specific BERT

Sentence-BERT is one of the most interesting variants of BERT and is popularly used for computing sentence representation. We will begin the chapter by understanding how Sentence-BERT works in detail. We will explore how Sentence-BERT computes sentence representation using the Siamese and triplet network architectures. Next, we will learn about the sentence-transformers library. We will understand how to use the pre-trained Sentence-BERT model to compute sentence representation with the sentence-transformers library. 

Moving on, we will understand how to make the monolingual model multilingual with knowledge distillation in detail. Next, we will learn about several interesting domain-specific BERT ...

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Publisher Resources

ISBN: 9781838821593Supplemental Content