CorPipe 23 multilingual CorefUD 1.2 model (corpipe23-corefud1.2-240906)

  Authors

Straka, Milan

  Item identifier

http://hdl.handle.net/11234/1-5673

 Project URL

https://github.com/ufal/crac2023-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 `corpipe23-corefud1.2-240906` is a `mT5-large`-based multilingual model for coreference resolution usable in CorPipe 23 <https://github.com/ufal/crac2023-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. However, the model expects empty nodes to be already present on input, predicted by the https://www.kaggle.com/models/ufal-mff/crac2024_zero_nodes_baseline/. This model was present in the CorPipe 24 paper as an alternative to a single-stage approach, where the empty nodes are predicted joinly with coreference resolution (via http://hdl.handle.net/11234/1-5672), an approach circa twice as fast but of slightly worse quality.

 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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