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

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Published inFeb 2024
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PublisherPackt
ISBN-139781805128724
Edition3rd Edition
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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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Questioning the scope of SRL

We are alone when faced with a real-life project. We have a job to do, and the only people to satisfy are those who asked for that project.

Pragmatism must come first – technical ideology after.

In the 2020s, former AI ideology and new ideology coexist. By the decade’s end, the two worlds will have merged to form a new era.

This section questions the productivity of SRL and its motivation through two aspects:

  • The limit of predicate analysis
  • Questioning the use of the term “semantic”

The challenges of predicate analysis

SRL relies on predicates. SRL only works as long as you provide a verb. But millions of sentences do not contain verbs (ellipsis).

If you provide an LLM with an assertion alone, it works.

But what happens if your assertion is an answer to a question? The question can contain a verb, for example:

Person 1: What would you like to drink, please?

But the person...

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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