CorPipe at CRAC 2025: Evaluating Multilingual Encoders for Multilingual Coreference Resolution
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216208%3A11320%2F25%3A10511659" target="_blank" >RIV/00216208:11320/25:10511659 - isvavai.cz</a>
Result on the web
<a href="https://aclanthology.org/2025.crac-1.11/" target="_blank" >https://aclanthology.org/2025.crac-1.11/</a>
DOI - Digital Object Identifier
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Alternative languages
Result language
angličtina
Original language name
CorPipe at CRAC 2025: Evaluating Multilingual Encoders for Multilingual Coreference Resolution
Original language description
We present CorPipe 25, the winning entry to the CRAC 2025 Shared Task on Multilingual Coreference Resolution. This fourth iteration of the shared task introduces a new LLM track alongside the original unconstrained track, features reduced development and test sets to lower computational requirements, and includes additional datasets. CorPipe 25 represents a complete reimplementation of our previous systems, migrating from TensorFlow to PyTorch. Our system significantly outperforms all other submissions in both the LLM and unconstrained tracks by a substantial margin of 8 percentage points. The source code and trained models are publicly available at https://github.com/ufal/crac2025-corpipe.
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
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OECD FORD branch
10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Result continuities
Project
Result was created during the realization of more than one project. More information in the Projects tab.
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)<br>I - Institucionalni podpora na dlouhodoby koncepcni rozvoj vyzkumne organizace
Others
Publication year
2025
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
Proceedings of The Eighth Workshop on Computational Models of Reference, Anaphora and Coreference
ISBN
979-8-89176-342-5
ISSN
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e-ISSN
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Number of pages
10
Pages from-to
130-139
Publisher name
Association for Computational Linguistics
Place of publication
Kerrville, TX, USA
Event location
Suzhou, China
Event date
Nov 9, 2025
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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