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

  Authors

Straka, Milan

  Item identifier

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

 Project URL

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

 Referenced by

https://arxiv.org/abs/2410.02756

 Date issued

2024-09-06

 Type

toolService

 Language(s)

AncientGreek (to 1453) , Ancient Hebrew , Catalan , ChurchSlavic , Czech , English , French , German , Hungarian , Lithuanian , NorwegianBokmål , Norwegian Nynorsk , Polish , Russian , Spanish , Turkish

 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.

 Publisher

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

 Acknowledgement

Grantová agentura České republiky

Project code: GX20-16819X

Project name: LUSyD – Language Understanding: from Syntax to Discourse

 Subject(s)

coreference resolution CorPipe CorefUD

 Collection(s)

LINDAT / CLARIAH-CZ Data & Tools

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