Challenges to Evaluating the Generalization of Coreference Resolution Models: A Measurement Modeling Perspective

16 March 2023

Papers citing "Challenges to Evaluating the Generalization of Coreference Resolution Models: A Measurement Modeling Perspective"

26 / 26 papers shown

Title
Investigating Multilingual Coreference Resolution by Universal Annotations Haixia Chai Michael Strube 44 2 0 26 Oct 2023
MISGENDERED: Limits of Large Language Models in Understanding Pronouns Tamanna Hossain Sunipa Dev Sameer Singh AILaw 63 37 0 06 Jun 2023
Coreference Resolution through a seq2seq Transition-Based System Bernd Bohnet Chris Alberti Michael Collins 37 39 0 22 Nov 2022
The Tail Wagging the Dog: Dataset Construction Biases of Social Bias Benchmarks Nikil Selvam Sunipa Dev Daniel Khashabi Tushar Khot Kai-Wei Chang ALM 43 25 0 18 Oct 2022
Aggregating Crowdsourced and Automatic Judgments to Scale Up a Corpus of Anaphoric Reference for Fiction and Wikipedia Texts Juntao Yu Silviu Paun Maris Camilleri Paloma Carretero García Jon Chamberlain Udo Kruschwitz Massimo Poesio 39 8 0 11 Oct 2022
Findings of the Shared Task on Multilingual Coreference Resolution Zdenvek vZabokrtský Miloslav Konopík A. Nedoluzhko Michal Novák Maciej Ogrodniczuk Martin Popel Ondvrej Pravzák Jakub Sido Daniel Zeman Yilun Zhu LRM 52 21 0 16 Sep 2022
Multilingual Coreference Resolution in Multiparty Dialogue Boyuan Zheng Patrick Xia M. Yarmohammadi Benjamin Van Durme 77 3 0 02 Aug 2022
LingMess: Linguistically Informed Multi Expert Scorers for Coreference Resolution Shon Otmazgin Arie Cattan Yoav Goldberg LRM 63 36 0 25 May 2022
Evaluation Gaps in Machine Learning Practice Ben Hutchinson Negar Rostamzadeh Christina Greer Katherine A. Heller Vinodkumar Prabhakaran ELM 62 57 0 11 May 2022
On Generalization in Coreference Resolution Shubham Toshniwal Patrick Xia Sam Wiseman Karen Livescu Kevin Gimpel 130 37 0 20 Sep 2021
OntoGUM: Evaluating Contextualized SOTA Coreference Resolution on 12 More Genres Yilun Zhu Sameer Pradhan Amir Zeldes 30 22 0 02 Jun 2021
Moving on from OntoNotes: Coreference Resolution Model Transfer Patrick Xia Benjamin Van Durme 47 30 0 17 Apr 2021
A Benchmark of Rule-Based and Neural Coreference Resolution in Dutch Novels and News Corben Poot Andreas van Cranenburgh 31 16 0 03 Nov 2020
mT5: A massively multilingual pre-trained text-to-text transformer Linting Xue Noah Constant Adam Roberts Mihir Kale Rami Al-Rfou Aditya Siddhant Aditya Barua Colin Raffel 83 2,489 0 22 Oct 2020
Universal Dependencies v2: An Evergrowing Multilingual Treebank Collection Joakim Nivre M. Marneffe Filip Ginter Jan Hajivc Christopher D. Manning S. Pyysalo Sebastian Schuster Francis M. Tyers Daniel Zeman VLM 13 511 0 22 Apr 2020
Longformer: The Long-Document Transformer Iz Beltagy Matthew E. Peters Arman Cohan RALM VLM 63 3,996 0 10 Apr 2020
Stanza: A Python Natural Language Processing Toolkit for Many Human Languages Peng Qi Yuhao Zhang Yuhui Zhang Jason Bolton Christopher D. Manning AI4TS 225 1,681 0 16 Mar 2020
Measurement and Fairness Abigail Z. Jacobs Hanna M. Wallach 48 383 0 11 Dec 2019
An Annotated Dataset of Coreference in English Literature David Bamman Olivia Lewke A. Mansoor 55 105 0 03 Dec 2019
Quoref: A Reading Comprehension Dataset with Questions Requiring Coreferential Reasoning Pradeep Dasigi Nelson F. Liu Ana Marasović Noah A. Smith Matt Gardner RALM 30 172 0 16 Aug 2019
Improving Generalization in Coreference Resolution via Adversarial Training Sanjay Subramanian Dan Roth OOD NAI 14 15 0 13 Aug 2019
Solving Hard Coreference Problems Haoruo Peng Daniel Khashabi Dan Roth 25 90 0 11 Jul 2019
Using Automatically Extracted Minimum Spans to Disentangle Coreference Evaluation from Boundary Detection N. Moosavi Leo Born Massimo Poesio Michael Strube 16 12 0 16 Jun 2019
PreCo: A Large-scale Dataset in Preschool Vocabulary for Coreference Resolution Hong Chen Zhenhua Fan Hao Lu Alan Yuille Shu Rong 39 59 0 23 Oct 2018
Anaphora and Coreference Resolution: A Review R. Sukthanker Soujanya Poria Min Zhang Ramkumar Thirunavukarasu 44 169 0 30 May 2018
Lexical Features in Coreference Resolution: To be Used With Caution N. Moosavi Michael Strube 42 36 0 22 Apr 2017