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Independent clause boundary disambiguation #1783

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paigenestor opened this issue Dec 30, 2017 · 2 comments
Closed

Independent clause boundary disambiguation #1783

paigenestor opened this issue Dec 30, 2017 · 2 comments
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lang / en English language data and models models Issues related to the statistical models perf / accuracy Performance: accuracy

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@paigenestor
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When parsing through a complex sentence that contains multiple independent clauses, spaCy does not correctly identify the various parts for each clause.

For example, look at the sentence: "The bathroom was dirty, my tray table was broken, and the wifi was not working."

When you parse the sentence each of the three verbs are not connected to the correct nouns. Everything in the sentence is linking back to broken, even though the other two clauses are unrelated.

You can see this visually with displaCy
screen shot 2017-12-29 at 5 01 50 pm

When you input it into Stanford's parser at http://nlp.stanford.edu:8080/parser/ you can clearly see the three clauses separated.

screen shot 2017-12-29 at 5 03 18 pm

Your Environment

  • Python Version Used: 2.7.13
  • spaCy Version Used: 1.9.0
@ines ines added lang / en English language data and models performance models Issues related to the statistical models labels Jan 3, 2018
@ines ines added perf / accuracy Performance: accuracy and removed performance labels Aug 15, 2018
@ines
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ines commented Dec 14, 2018

Merging this with #3052. We've now added a master thread for incorrect predictions and related reports – see the issue for more details.

@ines ines closed this as completed Dec 14, 2018
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lock bot commented Jan 13, 2019

This thread has been automatically locked since there has not been any recent activity after it was closed. Please open a new issue for related bugs.

@lock lock bot locked as resolved and limited conversation to collaborators Jan 13, 2019
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