Skip to content

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

@athewsey

Description

@athewsey

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.

Metadata

Metadata

Assignees

No one assigned

    Labels

    enhancementNew feature or request

    Type

    No type

    Projects

    No projects

    Milestone

    No milestone

    Relationships

    None yet

    Development

    No branches or pull requests

    Issue actions