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We have sentences like:

  • We need to talk to you on this subject important issue immediately.
  • What year is this year?
  • Anticipate talk to you

By reading these sentences, it's understandable that they are wrong. What's the relevant field of studies in NLP that I need to look into, to understand how to detect these issues? (given a sentence like this -> classify it as incorrect)

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This is related to language modeling.

A language model can predict the likelihood of a sentence after being trained on a large corpus of sentences. A language model does not deal with the semantics of the sentence, it can only assess how plausible the sentence is from a statistical point of view.

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