NLP

tags
Machine learning, Language

NLP is about creating algorithms that can manipulate and use language. It is often thought that having functioning NLP algorithms that provably “understand” language would be equivalent to reaching human-level Artificial Intelligence.

Tasks

Language modeling

Text classification

Question answering

Data manipulation

There are several ways to encode text data.

  • One-hot encoding of characters
  • One-hot encoding of words
  • Byte-pair encoding which can be seen as being a compromise between the two

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