---
title: "CRAC 2021 — accepted papers — Elamur Research"
description: "CRAC 2021 — accepted papers: 6 papers in the Elamur Research library (Punta Cana, Dominican Republic), with our summaries, ranked by…"
canonical: "https://research.elamur.ai/free/en/venues/crac/2021/"
---
[Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/venues/crac/2021/)

[home](https://md.research.elamur.ai/free/en/) / [venues](https://md.research.elamur.ai/free/en/venues/) / [CRAC](https://md.research.elamur.ai/free/en/venues/crac/) / 2021

# CRAC 2021 — accepted papers

CRAC 2021 is the 2021 edition of the Workshop on Computational Models of Reference, Anaphora and Coreference (CRAC), held in Punta Cana, Dominican Republic, November 2021 (publisher: Association for Computational Linguistics). The ACL Anthology lists 16 papers of it; our library holds 6 with our summaries. Below: the most cited papers, every accepted paper, and ours with their topics, authors and institutions.

[**16** papers in the proceedings](#all) · [**6** works in our library](https://md.research.elamur.ai/free/en/venues/crac/2021/#works) · [**111** citations of these works](https://md.research.elamur.ai/free/en/venues/crac/2021/#works)**Punta Cana, Dominican Republic** where it was held**November 2021** when

## Most cited papers

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

1. **[On Generalization in Coreference Resolution](https://md.research.elamur.ai/free/en/papers/toshniwal-2021-generalization-coreference-resolution/)**Shubham Toshniwal, Patrick Xia, Sam Wiseman et al.*26 citations · our summary*
2. **[Coreference Resolution for the Biomedical Domain: A Survey](https://md.research.elamur.ai/free/en/papers/lu-2021-coreference-resolution-biomedical-domain-survey/)**Pengcheng Lu, Massimo Poesio*12 citations · our summary*
3. **[Exploring Pre-Trained Transformers and Bilingual Transfer Learning for Arabic Coreference Resolution](https://md.research.elamur.ai/free/en/papers/min-2021-exploring-pre-trained-transformers-bilingual/)**Bonan Min*7 citations · our summary*
4. **[Data Augmentation Methods for Anaphoric Zero Pronouns ↗](https://aclanthology.org/2021.crac-1.9/)**Abdulrahman Aloraini, Massimo Poesio*5 citations*
5. **[A Brief Survey and Comparative Study of Recent Development of Pronoun Coreference Resolution in English ↗](https://aclanthology.org/2021.crac-1.1/)**Hongming Zhang, Xinran Zhao, Yangqiu Song*4 citations*
6. **[Event and Entity Coreference using Trees to Encode Uncertainty in Joint Decisions ↗](https://aclanthology.org/2021.crac-1.11/)**Nishant Yadav, Nicholas Monath, Rico Angell et al.*4 citations*
7. **[Improving Span Representation for Domain-adapted Coreference Resolution ↗](https://aclanthology.org/2021.crac-1.13/)**Nupoor Gandhi, Anjalie Field, Yulia Tsvetkov*3 citations*
8. **[Lazy Low-Resource Coreference Resolution: a Study on Leveraging Black-Box Translation Tools ↗](https://aclanthology.org/2021.crac-1.6/)**Semere Kiros Bitew, Johannes Deleu, Chris Develder et al.*3 citations*
9. **[A Hybrid Rule-Based and Neural Coreference Resolution System with an Evaluation on Dutch Literature ↗](https://aclanthology.org/2021.crac-1.5/)**Andreas van Cranenburgh, Esther Ploeger, Frank van den Berg et al.*2 citations*
10. **[CoreLM: Coreference-aware Language Model Fine-Tuning ↗](https://aclanthology.org/2021.crac-1.8/)**Nikolaos Stylianou, Ioannis Vlahavas*2 citations*

## All accepted papers (16)

The most cited first; 6 with our summary link to their page here, the others to the original.

1. **[On Generalization in Coreference Resolution](https://md.research.elamur.ai/free/en/papers/toshniwal-2021-generalization-coreference-resolution/)**Shubham Toshniwal, Patrick Xia, Sam Wiseman et al.*26 citations · our summary*
2. **[Coreference Resolution for the Biomedical Domain: A Survey](https://md.research.elamur.ai/free/en/papers/lu-2021-coreference-resolution-biomedical-domain-survey/)**Pengcheng Lu, Massimo Poesio*12 citations · our summary*
3. **[Exploring Pre-Trained Transformers and Bilingual Transfer Learning for Arabic Coreference Resolution](https://md.research.elamur.ai/free/en/papers/min-2021-exploring-pre-trained-transformers-bilingual/)**Bonan Min*7 citations · our summary*
4. **[Data Augmentation Methods for Anaphoric Zero Pronouns ↗](https://aclanthology.org/2021.crac-1.9/)**Abdulrahman Aloraini, Massimo Poesio*5 citations*
5. **[A Brief Survey and Comparative Study of Recent Development of Pronoun Coreference Resolution in English ↗](https://aclanthology.org/2021.crac-1.1/)**Hongming Zhang, Xinran Zhao, Yangqiu Song*4 citations*
6. **[Event and Entity Coreference using Trees to Encode Uncertainty in Joint Decisions ↗](https://aclanthology.org/2021.crac-1.11/)**Nishant Yadav, Nicholas Monath, Rico Angell et al.*4 citations*
7. **[Improving Span Representation for Domain-adapted Coreference Resolution ↗](https://aclanthology.org/2021.crac-1.13/)**Nupoor Gandhi, Anjalie Field, Yulia Tsvetkov*3 citations*
8. **[Lazy Low-Resource Coreference Resolution: a Study on Leveraging Black-Box Translation Tools ↗](https://aclanthology.org/2021.crac-1.6/)**Semere Kiros Bitew, Johannes Deleu, Chris Develder et al.*3 citations*
9. **[A Hybrid Rule-Based and Neural Coreference Resolution System with an Evaluation on Dutch Literature ↗](https://aclanthology.org/2021.crac-1.5/)**Andreas van Cranenburgh, Esther Ploeger, Frank van den Berg et al.*2 citations*
10. **[CoreLM: Coreference-aware Language Model Fine-Tuning ↗](https://aclanthology.org/2021.crac-1.8/)**Nikolaos Stylianou, Ioannis Vlahavas*2 citations*
11. **[Coreference by Appearance: Visually Grounded Event Coreference Resolution ↗](https://aclanthology.org/2021.crac-1.14/)**Liming Wang, Shengyu Feng, Xudong Lin et al.*2 citations*
12. **[FantasyCoref: Coreference Resolution on Fantasy Literature Through Omniscient Writer's Point of View](https://md.research.elamur.ai/free/en/papers/han-2021-fantasycoref-coreference-resolution-fantasy-literature/)**Sooyoun Han, Sumin Seo, Minji Kang et al.*2 citations · our summary*
13. **[Anatomy of OntoGUM–-Adapting GUM to the OntoNotes Scheme to Evaluate Robustness of SOTA Coreference Algorithms](https://md.research.elamur.ai/free/en/papers/zhu-2021-anatomy-ontogum-adapting-gum-ontonotes/)**Yilun Zhu, Sameer Pradhan, Amir Zeldes*1 citation · our summary*
14. **[Understanding Mention Detector-Linker Interaction in Neural Coreference Resolution](https://md.research.elamur.ai/free/en/papers/wu-2021-understanding-mention-detector-linker-interaction/)**Zhaofeng Wu, Matt Gardner*1 citation · our summary*
15. **[DramaCoref: A Hybrid Coreference Resolution System for German Theater Plays ↗](https://aclanthology.org/2021.crac-1.4/)**Janis Pagel, Nils Reiter
16. **[Resources and Evaluations for Danish Entity Resolution ↗](https://aclanthology.org/2021.crac-1.7/)**Maria Barrett, Hieu Lam, Martin Wu et al.

## Papers with our summary in our library (6)

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

1. [**On Generalization in Coreference Resolution**Shubham Toshniwal, Patrick Xia, Sam Wiseman, et al.*2021 · 62 citations*](https://md.research.elamur.ai/free/en/papers/toshniwal-2021-generalization-coreference-resolution/)
2. **[Coreference Resolution for the Biomedical Domain: A Survey](https://md.research.elamur.ai/free/en/papers/lu-2021-coreference-resolution-biomedical-domain-survey/) [Workshop on Computational Models of Reference, Anaphora and Coreference (CRAC)](https://md.research.elamur.ai/free/en/venues/crac/)**Pengcheng Lu, Massimo Poesio*2021 · 17 citations*
3. **[Exploring Pre-Trained Transformers and Bilingual Transfer Learning for Arabic Coreference Resolution](https://md.research.elamur.ai/free/en/papers/min-2021-exploring-pre-trained-transformers-bilingual/) [Workshop on Computational Models of Reference, Anaphora and Coreference (CRAC)](https://md.research.elamur.ai/free/en/venues/crac/)**Bonan Min*2021 · 11 citations*
4. **[FantasyCoref: Coreference Resolution on Fantasy Literature Through Omniscient Writer's Point of View](https://md.research.elamur.ai/free/en/papers/han-2021-fantasycoref-coreference-resolution-fantasy-literature/) [Workshop on Computational Models of Reference, Anaphora and Coreference (CRAC)](https://md.research.elamur.ai/free/en/venues/crac/)**Sooyoun Han, Sumin Seo, Minji Kang, et al.*2021 · 9 citations*
5. **[Understanding Mention Detector-Linker Interaction in Neural Coreference Resolution](https://md.research.elamur.ai/free/en/papers/wu-2021-understanding-mention-detector-linker-interaction/) [Workshop on Computational Models of Reference, Anaphora and Coreference (CRAC)](https://md.research.elamur.ai/free/en/venues/crac/)**Zhaofeng Wu, Matt Gardner*2021 · 6 citations*
6. [**Anatomy of OntoGUM—Adapting GUM to the OntoNotes Scheme to Evaluate Robustness of SOTA Coreference Algorithms**Yilun Zhu, Sameer Pradhan, Amir Zeldes*2021 · 6 citations*](https://md.research.elamur.ai/free/en/papers/zhu-2021-anatomy-ontogum-adapting-gum-ontonotes/)

## Top topics

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

[Coreference resolution (6)](https://md.research.elamur.ai/free/en/topics/coreference-resolution/) · [English (2)](https://md.research.elamur.ai/free/en/topics/english/) · [Semitic languages (1)](https://md.research.elamur.ai/free/en/topics/semitic-languages/)

## Fields

[Arts and Humanities (6)](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science (6)](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Biochemistry, Genetics and Molecular Biology (1)](https://md.research.elamur.ai/free/en/shelves/biochemistry-genetics-and-molecular-biology/)

## Top authors

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

[🧑‍🔬**Karen Livescu**1 work here · 62 citations](https://md.research.elamur.ai/free/en/authors/karen-livescu/) · [🧑‍🔬**Kevin Gimpel**1 work here · 62 citations](https://md.research.elamur.ai/free/en/authors/kevin-gimpel/) · [🧑‍🔬**Patrick Xia**1 work here · 62 citations](https://md.research.elamur.ai/free/en/authors/patrick-xia/) · [🧑‍🔬**Sam Wiseman**1 work here · 62 citations](https://md.research.elamur.ai/free/en/authors/sam-wiseman/) · [🧑‍🔬**Shubham Toshniwal**1 work here · 62 citations](https://md.research.elamur.ai/free/en/authors/shubham-toshniwal/) · [🧑‍🔬**Massimo Poesio**1 work here · 17 citations](https://md.research.elamur.ai/free/en/authors/massimo-poesio/) · [🧑‍🔬**Bonan Min**1 work here · 11 citations](https://md.research.elamur.ai/free/en/authors/bonan-min/) · [🧑‍🔬**Jinho D. Choi**1 work here · 9 citations](https://md.research.elamur.ai/free/en/authors/jinho-d-choi/) · [🧑‍🔬**Amir Zeldes**1 work here · 6 citations](https://md.research.elamur.ai/free/en/authors/amir-zeldes/) · [🧑‍🔬**Matt Gardner**1 work here · 6 citations](https://md.research.elamur.ai/free/en/authors/matt-gardner/) · [🧑‍🔬**Sameer Pradhan**1 work here · 6 citations](https://md.research.elamur.ai/free/en/authors/sameer-pradhan/) · [🧑‍🔬**Yilun Zhu**1 work here · 6 citations](https://md.research.elamur.ai/free/en/authors/yilun-zhu/)

## Top institutions

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

[🏢**RTX** Arlington · United States 1 work here](https://md.research.elamur.ai/free/en/companies/rtx/) · [🎓**Johns Hopkins University** Baltimore · United States 1 work here](https://md.research.elamur.ai/free/en/universities/johns-hopkins-university/) · [🎓**Emory University** Atlanta · United States 1 work here](https://md.research.elamur.ai/free/en/universities/emory-university/) · [🎓**Toyota Technological Institute at Chicago** Chicago · United States 1 work here](https://md.research.elamur.ai/free/en/universities/toyota-technological-institute-at-chicago/) · [🎓**Queen Mary University of London** London · United Kingdom 1 work here](https://md.research.elamur.ai/free/en/universities/queen-mary-university-of-london/) · [🎓**Duke University** Durham · United States 1 work here](https://md.research.elamur.ai/free/en/universities/duke-university/) · [🎓**Georgetown University** Washington · United States 1 work here](https://md.research.elamur.ai/free/en/universities/georgetown-university/) · [🎓**Yonsei University** Seoul · South Korea 1 work here](https://md.research.elamur.ai/free/en/universities/yonsei-university/) · [🎓**University of Washington** Seattle · United States 1 work here](https://md.research.elamur.ai/free/en/universities/university-of-washington/) · [🎓**University of Pennsylvania** Philadelphia · United States 1 work here](https://md.research.elamur.ai/free/en/universities/university-of-pennsylvania/)

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

- [← previous CRAC 2020](https://md.research.elamur.ai/free/en/venues/crac/2020/)
- [next → CRAC 2022](https://md.research.elamur.ai/free/en/venues/crac/2022/)
- [↑ back to CRAC](https://md.research.elamur.ai/free/en/venues/crac/)