Summary: Basics of Transformers

Get a quick recap of what we covered this chapter.

The Fourth Industrial Revolution, or Industry 4.0, has forced artificial intelligence to make profound evolutions. The Third Industrial Revolution was digital. Industry 4.0 is built on top of the digital revolution, connecting everything to everything, everywhere. Automated processes are replacing human decisions in critical areas, including NLP.

RNNs had limitations that slowed the progression of automated NLP tasks required in a fast-moving world. Transformers filled the gap. A corporation needs summarization, translation, and a wide range of NLP tools to meet the challenges of Industry 4.0.

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