Perform sentence segmentation on paragraphs without punctuation?

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I have a bunch of badly formatted text with lots of missing punctuation. I want to know if there was any method to segment text into sentences when periods, semi-colons, capitalization, etc. are missing.

For example, consider the paragraph: "the lion is called the king of the forest it has a majestic appearance it eats flesh it can run very fast the roar of the lion is very famous".

This text should be segmented as separate sentences:

  • the lion is called the king of the forest
  • it has a majestic appearance
  • it eats flesh
  • it can run very fast
  • the roar of the lion is very famous

Can this be done or is it impossible? Any suggestion is much appreciated!

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