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You're reading from  Transformers for Natural Language Processing and Computer Vision - Third Edition

Product typeBook
Published inFeb 2024
Reading LevelN/a
PublisherPackt
ISBN-139781805128724
Edition3rd Edition
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Author (1)
Denis Rothman
Denis Rothman
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Denis Rothman

Denis Rothman graduated from Sorbonne University and Paris-Diderot University, designing one of the very first word2matrix patented embedding and patented AI conversational agents. He began his career authoring one of the first AI cognitive Natural Language Processing (NLP) chatbots applied as an automated language teacher for Moet et Chandon and other companies. He authored an AI resource optimizer for IBM and apparel producers. He then authored an Advanced Planning and Scheduling (APS) solution used worldwide.
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Questions

  1. BertViz only shows the output of the last layer of the BERT model. (True/False)
  2. BertViz shows the attention heads of each layer of a BERT model. (True/False)
  3. BertViz shows how the tokens relate to each other. (True/False)
  4. LIT shows the inner workings of attention heads like BertViz. (True/False)
  5. Probing is a way for an algorithm to predict language representations. (True/False)
  6. NER is a probing task. (True/False)
  7. PCA and UMAP are non-probing tasks. (True/False)
  8. LIME is model agnostic. (True/False)
  9. Transformers deepen the relationships of the tokens layer by layer. (True/False)
  10. OpenAI Large Language Models (LLMs) can explain LLMs. (True/False)
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Transformers for Natural Language Processing and Computer Vision - Third Edition
Published in: Feb 2024Publisher: PacktISBN-13: 9781805128724

Author (1)

author image
Denis Rothman

Denis Rothman graduated from Sorbonne University and Paris-Diderot University, designing one of the very first word2matrix patented embedding and patented AI conversational agents. He began his career authoring one of the first AI cognitive Natural Language Processing (NLP) chatbots applied as an automated language teacher for Moet et Chandon and other companies. He authored an AI resource optimizer for IBM and apparel producers. He then authored an Advanced Planning and Scheduling (APS) solution used worldwide.
Read more about Denis Rothman