Coreference Resolution with CoNLL-U or CorefUD

A fully functional Coreference Resolution project.

What is coreference resolution?

Coreference is a kind of reference resolution that aims to resolve the relationship between which mentions are linked (or corefer) to the same entity. Applications include a wide variety of tasks, such as knowledge extraction, question answering, and dialog systems.

Installation

To explore coreference Use the package manager to install pip to install the CoNLL-U Parser.

pip install conllu

Or, if you fancy conda:

conda install -c conda-forge conllu

For more information, please click here.

CoNLL-U Format

The CoNLL-U format is used by the Universal Dependencies project and serves as a standardized approach to portray annotated linguistic data, generally related to tasks in Natural Language Processing. Our primary purpose using the format is to provide

References

We've been inspired by work attempting to understand the coreference resolution system. Additionally, recent work has produced an initiative to collect coreference corpora in various languages and harmonize them (CoNLL-U).

[1]: https://aclanthology.org/2023.crac-sharedtask.1.pdf

[2]: https://aclanthology.org/2022.lrec-1.520.pdf