Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

-ing forms are handled incorrectly in spaCy's English dependency parser model #2642

Closed
mikpanko opened this issue Aug 7, 2018 · 2 comments
Closed
Labels
feat / parser Feature: Dependency Parser lang / en English language data and models models Issues related to the statistical models perf / accuracy Performance: accuracy

Comments

@mikpanko
Copy link

mikpanko commented Aug 7, 2018

I have noticed that -ing forms (see definitions here and here) are handled inconsistently and often incorrectly in spaCy's English dependency parser model. For example, gerunds and pure nouns are sometimes mislabeled with csubj instead of nsubj:

Clicking on the button relaxes him. --> nsubj (displaCy Dependency Visualizer)
Clicking on a button relaxes him. --> csubj (displaCy Dependency Visualizer)
Loud shouting is rude. --> csubj (displaCy Dependency Visualizer)

Is it possible to train the model better on -ing forms?

@ines ines added performance lang / en English language data and models models Issues related to the statistical models feat / parser Feature: Dependency Parser perf / accuracy Performance: accuracy and removed performance labels Aug 8, 2018
@ines
Copy link
Member

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
@lock
Copy link

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
Sign up for free to subscribe to this conversation on GitHub. Already have an account? Sign in.
Labels
feat / parser Feature: Dependency Parser lang / en English language data and models models Issues related to the statistical models perf / accuracy Performance: accuracy
Projects
None yet
Development

No branches or pull requests

2 participants