Hi, here I got a tricky issue on entity extraction, let’s say we have a statement: “I’m short tempered and frustrated with my partner who is suffering from lack of motivation and started to drink again” In this sentence there are two people being mentioned: “I” with entities “short tempered”, “my partner” with entities “lack of motivation”, “started to drink again” So currently I can only train a custom CRF to pick up these entities but can’t tell which entity is related to “me" and which entity is related to “my partner”, I did some research and I reckon spacy dependency parsing can be helpful in this situation, but I am not sure if it’s the best way, just want to see if you guys have any idea on how to solve this problem? Thanks, Patrick

Solution for dependency parsing in entity extraction

saurabh-m523 (Saurabh Kumar) April 28, 2020, 6:47pm 2

You could try the new entity roles and see if it helps you.

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