---
title: "CRAC 2025 — accepted papers — Elamur Research"
description: "CRAC 2025 — accepted papers: 2 papers in the Elamur Research library (Suzhou, China), with our summaries, ranked by citations."
canonical: "https://research.elamur.ai/free/en/venues/crac/2025/"
---
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# CRAC 2025 — accepted papers

CRAC 2025 is the 2025 edition of the Workshop on Computational Models of Reference, Anaphora and Coreference (CRAC), held in Suzhou, China, November 2025 (publisher: Association for Computational Linguistics). The ACL Anthology lists 14 papers of it; our library holds 2 with our summaries. Below: the most cited papers, every accepted paper, and ours with their topics, authors and institutions.

📍 Suzhou, [China](https://md.research.elamur.ai/free/en/countries/china/) · 🗓 November 2025

[**14** papers in the proceedings](#all) · [**2** works in our library](https://md.research.elamur.ai/free/en/venues/crac/2025/#works) · [**10** citations of these works](https://md.research.elamur.ai/free/en/venues/crac/2025/#works)

## Most cited papers

By their OpenAlex citations; a paper with our summary links to its page here, the others to the original.

1. **[Findings of the Fourth Shared Task on Multilingual Coreference Resolution: Can LLMs Dethrone Traditional Approaches?](https://md.research.elamur.ai/free/en/papers/novak-2025-findings-fourth-shared-task-multilingual/)**Michal Novák, Miloslav Konopik, Anna Nedoluzhko et al.*2 citations · our summary*
2. **[Few-Shot Multilingual Coreference Resolution Using Long-Context Large Language Models ↗](https://aclanthology.org/2025.crac-1.14/)**Moiz Sajid, Seemab Latif, Zuhair Zafar et al.*1 citation*
3. **[Fine-Tuned Llama for Multilingual Text-to-Text Coreference Resolution ↗](https://aclanthology.org/2025.crac-1.12/)**Jakub Hejman, Ondrej Prazak, Miloslav Konopík*1 citation*
4. **[Referential ambiguity and clarification requests: comparing human and LLM behaviour ↗](https://aclanthology.org/2025.crac-1.1/)**Chris Madge, Matthew Purver, Massimo Poesio*1 citation*

## All accepted papers (14)

The most cited first; 2 with our summary link to their page here, the others to the original.

1. **[Findings of the Fourth Shared Task on Multilingual Coreference Resolution: Can LLMs Dethrone Traditional Approaches?](https://md.research.elamur.ai/free/en/papers/novak-2025-findings-fourth-shared-task-multilingual/)**Michal Novák, Miloslav Konopik, Anna Nedoluzhko et al.*2 citations · our summary*
2. **[Few-Shot Multilingual Coreference Resolution Using Long-Context Large Language Models ↗](https://aclanthology.org/2025.crac-1.14/)**Moiz Sajid, Seemab Latif, Zuhair Zafar et al.*1 citation*
3. **[Fine-Tuned Llama for Multilingual Text-to-Text Coreference Resolution ↗](https://aclanthology.org/2025.crac-1.12/)**Jakub Hejman, Ondrej Prazak, Miloslav Konopík*1 citation*
4. **[Referential ambiguity and clarification requests: comparing human and LLM behaviour ↗](https://aclanthology.org/2025.crac-1.1/)**Chris Madge, Matthew Purver, Massimo Poesio*1 citation*
5. **[CorPipe at CRAC 2025: Evaluating Multilingual Encoders for Multilingual Coreference Resolution ↗](https://aclanthology.org/2025.crac-1.11/)**Milan Straka
6. **[Coreference in simplified German: Linguistic features and challenges of automatic annotation ↗](https://aclanthology.org/2025.crac-1.2/)**Sarah Jablotschkin, Ekaterina Lapshinova-Koltunski, Heike Zinsmeister
7. **[Exploring Coreference Resolution in Glosses of German Sign Language](https://md.research.elamur.ai/free/en/papers/bao-2025-exploring-coreference-resolution-glosses-german/)**Yuzheng Bao, Haixia Chai*our summary*
8. **[Few-Shot Coreference Resolution with Semantic Difficulty Metrics and In-Context Learning ↗](https://aclanthology.org/2025.crac-1.13/)**Nguyen Xuan Phuc, Dang Van Thin
9. **[GLaRef@CRAC2025: Should we transform coreference resolution into a text generation task? ↗](https://aclanthology.org/2025.crac-1.10/)**Olga Seminck, Antoine Bourgois, Yoann Dupont et al.
10. **[Impact of ASR Transcriptions on French Spoken Coreference Resolution ↗](https://aclanthology.org/2025.crac-1.8/)**Kirill Milintsevich
11. **[Mention detection with LLMs in pair-programming dialogue ↗](https://aclanthology.org/2025.crac-1.4/)**Cecilia Domingo, Paul Piwek, Michel Wermelinger et al.
12. **[Revisiting the Givenness Hierarchy. A Corpus-Based Evaluation ↗](https://aclanthology.org/2025.crac-1.3/)**Christian Chiarcos
13. **[The Elephant in the Coreference Room: Resolving Coreference in Full-Length French Fiction Works ↗](https://aclanthology.org/2025.crac-1.5/)**Antoine Bourgois, Thierry Poibeau
14. **[Towards Adding Arabic to CorefUD ↗](https://aclanthology.org/2025.crac-1.6/)**Dima Taji, Daniel Zeman

## Papers with our summary in our library (2)

The most cited first (OpenAlex citations plus our library's).

1. [**Findings of the Fourth Shared Task on Multilingual Coreference Resolution: Can LLMs Dethrone Traditional Approaches?**Michal Novák, Miloslav Konopik, Anna Nedoluzhko, et al.*2025 · 10 citations*](https://md.research.elamur.ai/free/en/papers/novak-2025-findings-fourth-shared-task-multilingual/)
2. **[Exploring Coreference Resolution in Glosses of German Sign Language](https://md.research.elamur.ai/free/en/papers/bao-2025-exploring-coreference-resolution-glosses-german/) [Workshop on Computational Models of Reference, Anaphora and Coreference (CRAC)](https://md.research.elamur.ai/free/en/venues/crac/)**Yuzheng Bao, Haixia Chai*2025*

## Top topics

Topics of its works in our library, with the number of works on each.

[Coreference resolution (2)](https://md.research.elamur.ai/free/en/topics/coreference-resolution/) · [Multilingual & cross-lingual NLP (1)](https://md.research.elamur.ai/free/en/topics/multilingual-nlp/) · [Evaluation & benchmarks (1)](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/)

## Fields

[Arts and Humanities (2)](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science (2)](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Psychology (1)](https://md.research.elamur.ai/free/en/shelves/psychology/)

## Top authors

Authors with a page who published here most often: their works here, and the citations of those works.

[🧑‍🔬**Anna Nedoluzhko**1 work here · 10 citations](https://md.research.elamur.ai/free/en/authors/anna-nedoluzhko/) · [🧑‍🔬**Daniel Zeman**1 work here · 10 citations](https://md.research.elamur.ai/free/en/authors/daniel-zeman/) · [🧑‍🔬**Jakub Sido**1 work here · 10 citations](https://md.research.elamur.ai/free/en/authors/jakub-sido/) · [🧑‍🔬**Martin Popel**1 work here · 10 citations](https://md.research.elamur.ai/free/en/authors/martin-popel/) · [🧑‍🔬**Michal Novák**1 work here · 10 citations](https://md.research.elamur.ai/free/en/authors/michal-novak/) · [🧑‍🔬**Milan Straka**1 work here · 10 citations](https://md.research.elamur.ai/free/en/authors/milan-straka/) · [🧑‍🔬**Miloslav Konopik**1 work here · 10 citations](https://md.research.elamur.ai/free/en/authors/miloslav-konopik/) · [🧑‍🔬**Ondrej Prazak**1 work here · 10 citations](https://md.research.elamur.ai/free/en/authors/ondrej-prazak/) · [🧑‍🔬**Zdeněk Žabokrtský**1 work here · 10 citations](https://md.research.elamur.ai/free/en/authors/zdenek-zabokrtsky/) · [🧑‍🔬**Haixia Chai**1 work here](https://md.research.elamur.ai/free/en/authors/haixia-chai/)

## Top institutions

Institutions on the bylines of its works here, by the number of works.

[🎓**University of Aberdeen** Aberdeen · United Kingdom 1 work here](https://md.research.elamur.ai/free/en/universities/university-of-aberdeen/) · [🎓**Charles University** Prague · Czechia 1 work here](https://md.research.elamur.ai/free/en/universities/charles-university/) · [🎓**University of West Bohemia in Pilsen** Pilsen · Czechia 1 work here](https://md.research.elamur.ai/free/en/universities/university-of-west-bohemia-in-pilsen/)

Place and dates from the event's site or the ACL Anthology; works and citations from OpenAlex and our library.

- [← previous CRAC 2024](https://md.research.elamur.ai/free/en/venues/crac/2024/)
- [↑ back to CRAC](https://md.research.elamur.ai/free/en/venues/crac/)