CorPipe 24 Multilingual CorefUD 1.2 Model (corpipe24-corefud1.2-240906)

Title:

CorPipe 24 Multilingual CorefUD 1.2 Model (corpipe24-corefud1.2-240906)

Creator:

Straka, Milan

Contributor:

Grantová agentura České republiky@@GX20-16819X@@LUSyD – Language Understanding: from Syntax to Discourse@@nationalFunds@@

Publisher:

Charles University, Faculty of Mathematics and Physics, Institute of Formal and Applied Linguistics (UFAL)

Identifier:

http://hdl.handle.net/11234/1-5672

Subject:

coreference resolution, CorPipe, and CorefUD

Type:

tool and toolService

Description:

The `corpipe24-corefud1.2-240906` is a `mT5-large`-based multilingual model for coreference resolution usable in CorPipe 24 (https://github.com/ufal/crac2024-corpipe). It is released under the CC BY-NC-SA 4.0 license. The model is language agnostic (no corpus id on input), so it can be in theory used to predict coreference in any `mT5` language. This model jointly predicts also the empty nodes needed for zero coreference. The paper introducing this model also presents an alternative two-stage approach first predicting empty nodes (via https://www.kaggle.com/models/ufal-mff/crac2024_zero_nodes_baseline/) and then performing coreference resolution (via http://hdl.handle.net/11234/1-5673), which is circa twice as slow but slightly better.

Language:

Catalan, Czech, German, English, Spanish, French, Hungarian, Lithuanian, Norwegian Bokmål, Norwegian Nynorsk, Polish, Russian, Turkish, Church Slavic, Ancient Greek (to 1453), and Ancient Hebrew

Rights:

Creative Commons - Attribution-NonCommercial-ShareAlike 4.0 International (CC BY-NC-SA 4.0)
http://creativecommons.org/licenses/by-nc-sa/4.0/
PUB

Relation:

https://arxiv.org/abs/2410.02756
http://hdl.handle.net/11234/1-5369

Source:

https://github.com/ufal/crac2024-corpipe

Harvested from:

LINDAT/CLARIAH-CZ repository

Metadata only:

false

Date:

2024-09-06