Language Processing with BERT: The 3 Minute Intro (Deep learning for NLP)
Since its introduction in 2018, the BERT machine learning model has continued to perform well in a lot of language tasks. This video is a gentle introduction into some of the tasks that BERT can handle (in search engines, for example). The first 3 minutes goes over the some of its applications. Then the video discusses how the model works at a high level (and how you may use it to build a semantic search engine which is sensitive to the meanings of queries and results).
Introduction (0:00)
You have used BERT (applications) (0:25)
How BERT works (2:52)
Building a search engine (4:30)
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The Illustrated BERT
http://jalammar.github.io/illustrated...
BERT Paper:
https://www.aclweb.org/anthology/N19-...
Understanding searches better than ever before
https://blog.google/products/search/s...
Google: BERT now used on almost every English query
https://searchengineland.com/google-b...
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Twitter: / jayalammar
Blog: https://jalammar.github.io/
Mailing List: https://jayalammar.substack.com/
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