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I was able to find this library that can manage simple sentences, but fails on the above. (It also only does pronouns, not verbs.) Is there a better library out there, or is this sort of thing beyond the reach of current NLP? Source: almost 3 years ago
> 1b. big In NLP this problem is generally called "coreference resolution". That is, resolving which prior object a given pronoun is referring to. The ambiguity of this problem is indeed very subtle, and probably quite hard for an ML algorithm to learn. You can look at a parse example here: https://huggingface.co/coref/ This is a near state of the art coreference resolution model, and it indeed fails to properly... - Source: Hacker News / almost 4 years ago
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