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What is the best way to handle Coreference Resolution in NLP

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For example,

Context: I am Yash and he is Jay who is my close friend. Generated Question: Who is Jay? Generated Answer: my close friend.

But the Answer should be something like following:

  • Yash's close friend.
  • Jay is a cose friend of Yash.

I have tried out AllenNLP and other Standford-NLP solutions but didn't work out at all.

machine-learning deep-learning nlp coreference-resolution
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