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Computer Quote by Stephen Wolfram

“People have been trying to do kind of natural language processing with computers for decades and there has only been sort of slow progress in that in general. It turned out the problem we had to solve is sort of the reverse of the problem people usually have to solve. People usually have to solve…” quote by Stephen Wolfram
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“People have been trying to do kind of natural language processing with computers for decades and there has only been sort of slow progress in that in general. It turned out the problem we had to solve is sort of the reverse of the problem people usually have to solve. People usually have to solve the problem of you're given you know thousands, millions of pages of text, go have the computer understand this.”

Stephen Wolfram

About This Quote

Source Lecture: Computation and Language, 2018

Progress in NLP has been slow because the typical problem is reversed: understanding massive text rather than generating it.

In simple terms: NLP progress slow due to focus on comprehension.

Key Takeaway

Explore generation-first approaches.

Themes

NLP progress problem framing

Mood

analytical curious

Type

academic technical

When to use this quote

  • research labs
  • AI development
  • education

Key Concepts

machine learning language models

Questions to Reflect On

  • What benefits arise from generation-first?
  • How to balance comprehension and generation?
A Different Perspective

Focusing on comprehension may limit innovation.

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