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Is there any NLP framework/ algorithm which is able to derive relationships between different entities?

  • Dogs bark
  • For example, if the system can identify and understand a phrase, 'Dogs were barking loudly' and can relate to another phrase, 'Usually dogs bark loud, when they sense danger'. And from this piece of information, the system can imply/ derive: 'Dogs had sensed danger' - derived sentence.

Can BERT help in identifying and implying?

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What you describe touches on several tasks in NLP:

I might not be aware of the recent developments on these tasks, but as far as I know this is a very complex problem for which so far there is no satisfactory solution.

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