mlsanityData to 7 Oct 2026

Findings of the Third Shared Task on Multilingual Coreference Resolution

arXiv 2410.15949 ↗First posted 21 Oct 2024cs.CLcited by 10

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Abstract (arXiv)

The paper presents an overview of the third edition of the shared task on multilingual coreference resolution, held as part of the CRAC 2024 workshop. Similarly to the previous two editions, the participants were challenged to develop systems capable of identifying mentions and clustering them based on identity coreference. This year's edition took another step towards real-world application by not providing participants with gold slots for zero anaphora, increasing the task's complexity and realism. In addition, the shared task was expanded to include a more diverse set of languages, with a particular focus on historical languages. The training and evaluation data were drawn from version 1.2 of the multilingual collection of harmonized coreference resources CorefUD, encompassing 21 datasets across 15 languages. 6 systems competed in this shared task.

Key facts. Cited by 10 papers in the map (data through 7 Oct 2026). Builds on 12 of its 47 references that are in the map. First posted on arXiv 21 Oct 2024.

Builds on

12 of 47 references.

References · 12

  1. 2019Unsupervised Cross-lingual Representation Learning at Scalecited by 3,907
  2. 2020mT5: A massively multilingual pre-trained text-to-text transformercited by 1,813
  3. 2017End-to-end Neural Coreference Resolutioncited by 240
  4. 2020InfoXLM: An Information-Theoretic Framework for Cross-Lingual Language Model Pre-Trainingcited by 237
  5. 2021OpenPrompt: An Open-source Framework for Prompt-learningcited by 148
  6. 2019An Annotated Dataset of Coreference in English Literaturecited by 57
  7. 2021Word-Level Coreference Resolutioncited by 40
  8. 2022Findings of the Shared Task on Multilingual Coreference Resolutioncited by 13
  9. 2020Prague Dependency Treebank -- Consolidated 1.0cited by 11
  10. 2022'UFAL CorPipe at CRAC 2022: Effectivity of Multilingual Models for Coreference Resolutioncited by 8
  11. 2022End-to-end Multilingual Coreference Resolution with Mention Head Predictioncited by 4
  12. 2024Multilingual Coreference Resolution in Low-resource South Asian Languagescited by 2

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Cited by year (2026 to 7 Oct)

Citing papers per year: 2025: 4; 2026: 6.

10 papers.

  1. 2025Findings of the Fourth Shared Task on Multilingual Coreference Resolution: Can LLMs Dethrone Traditional Approaches?cited by 5
  2. 2025CorPipe at CRAC 2025: Evaluating Multilingual Encoders for Multilingual Coreference Resolutioncited by 2
  3. 2026Pantagruel: Unified Self-Supervised Encoders for French Text and Speechcited by 2
  4. 2026Findings of the Fifth Shared Task on Multilingual Coreference Resolution: Expanding Datasets for Long-Range Entitiescited by 1
  5. 2025Towards Generating Automatic Anaphora Annotationscited by 0
  6. 2025CorefInst: Leveraging LLMs for Multilingual Coreference Resolutioncited by 0
  7. 2026Just Use XML: Revisiting Joint Translation and Label Projectioncited by 0
  8. 2026Closing the Gap at CRAC 2026: Two-Stage Adaptation for LLM-Based Multilingual Coreference Resolutioncited by 0
  9. 2026CorPipe at CRAC 2026: Empty Nodes and Cross-Lingual Transfer in Multilingual Coreference Resolutioncited by 0
  10. 2026Introducing corpora Hlava Cor and Hlava AD: Human Label Variation in Coreference and Discourse Relationscited by 0