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

[Enhancement] Joint entity recognition and page/document classification #29

Open
athewsey opened this issue Mar 3, 2023 · 0 comments
Open
Labels
enhancement New feature or request

Comments

@athewsey
Copy link
Contributor

athewsey commented Mar 3, 2023

Today we demonstrate annotation and training for entity extraction only. For many use cases document classification is also important, and it should be pretty straightforward to support this too.

A sequence classification task is already supported in the open source (e.g. LayoutLMv2ForSequenceClassification), but joint cls+ner with a single model might be performant and more economical for users - and not require too much extra effort.

@athewsey athewsey added the enhancement New feature or request label Mar 3, 2023
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
Labels
enhancement New feature or request
Projects
None yet
Development

No branches or pull requests

1 participant