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Call for Participation: CRAC 2026 Shared Task on Multilingual Coreference Resolution

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https://ufal.mff.cuni.cz/corefud/crac26


We are excited to announce the fifth edition of the Shared Task on Multilingual Coreference Resolution! As in the previous edition, where LLMs were not able to dethrone traditional approaches, the upcoming task again primarily focuses on LLMs and challenges their ability to predict coreference across a range of typologically diverse languages.


The results will be presented at the CODI-CRAC 2026 workshop, co-located with the ACL 2026 conference in San Diego, USA. System description papers will be published in the proceedings of CODI-CRAC, also available in the ACL anthology.


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Task description

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The task is to identify mentions and cluster them according to their reference to the same entity.

Participants may choose between two tracks:

1.

   LLM track

2.

   Unconstrained track


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Data

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The Shared Task is based on the upcoming CorefUD 1.4. collection, which comprises datasets with coreference annotation for at least 17 languages. Participants may also choose to compete on only a subset of these languages.


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Timeline (tentative)

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January 16, 2026  - start of the development phase

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   release of training and development data

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   evaluation tool available on GitHub

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   baseline system available at GitHub

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   development evaluation possible via CodaBench

March 4, 2026 - start of the evaluation phase

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   test evaluation via CodaBench

March 18, 2026 (AoE) - end of the evaluation phase

April 10, 2026 - submission of system description papers to the CODI-CRAC 2026

workshop

July 3/4, 2026 – the CODI-CRAC workshop at ACL


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Participation

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Please let us know by filling in the registration form:

https://ufal.mff.cuni.cz/corefud/crac26#llm-registration <https://ufal.mff.cuni.cz/corefud/crac26#llm-registration>


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Organizers

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Michal Novák, Charles University, Czechia

Martin Popel, Charles University, Czechia

Zdeněk Žabokrtský, Charles University, Czechia

Dan Zeman, Charles University, Czechia

Anna Nedoluzhko, Charles University, Czechia

Milan Straka, Charles University, Czechia

Ondřej Pražák, University of West Bohemia, Czechia

Miloslav Konopík, University of West Bohemia, Czechia

Jakub Sido, University of West Bohemia, Czechia

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