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A Controlled Reevaluation of Coreference Resolution Models

31 March 2024

Ian Porada

Xiyuan Zou

Jackie Chi Kit Cheung

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Papers citing "A Controlled Reevaluation of Coreference Resolution Models"

22 / 22 papers shown

Title
On "Scientific Debt" in NLP: A Case for More Rigour in Language Model Pre-Training Research Made Nindyatama Nityasya Haryo Akbarianto Wibowo Alham Fikri Aji Genta Indra Winata Radityo Eko Prasojo Phil Blunsom A. Kuncoro 60 8 0 05 Jun 2023
Challenges to Evaluating the Generalization of Coreference Resolution Models: A Measurement Modeling Perspective Ian Porada Alexandra Olteanu Kaheer Suleman Adam Trischler Jackie C.K. Cheung 57 8 0 16 Mar 2023
Coreference Resolution through a seq2seq Transition-Based System Bernd Bohnet Chris Alberti Michael Collins 67 40 0 22 Nov 2022
Autoregressive Structured Prediction with Language Models Tianyu Liu Yuchen Eleanor Jiang Nicholas Monath Ryan Cotterell Mrinmaya Sachan 85 53 0 26 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 59 21 0 16 Sep 2022
LingMess: Linguistically Informed Multi Expert Scorers for Coreference Resolution Shon Otmazgin Arie Cattan Yoav Goldberg LRM 73 36 0 25 May 2022
Anatomy of OntoGUM--Adapting GUM to the OntoNotes Scheme to Evaluate Robustness of SOTA Coreference Algorithms Yilun Zhu Sameer Pradhan Amir Zeldes 44 5 0 12 Oct 2021
On Generalization in Coreference Resolution Shubham Toshniwal Patrick Xia Sam Wiseman Karen Livescu Kevin Gimpel 155 37 0 20 Sep 2021
Word-Level Coreference Resolution V. Dobrovolskii 55 74 0 09 Sep 2021
End-to-end Neural Coreference Resolution Revisited: A Simple yet Effective Baseline T. Lai Trung Bui Doo Soon Kim 42 12 0 04 Jul 2021
OntoGUM: Evaluating Contextualized SOTA Coreference Resolution on 12 More Genres Yilun Zhu Sameer Pradhan Amir Zeldes 67 22 0 02 Jun 2021
Coreference Resolution without Span Representations Yuval Kirstain Ori Ram Omer Levy 74 72 0 02 Jan 2021
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 148 2,560 0 22 Oct 2020
Revealing the Myth of Higher-Order Inference in Coreference Resolution Liyan Xu Jinho Choi 67 101 0 25 Sep 2020
A Cross-Task Analysis of Text Span Representations Shubham Toshniwal Freda Shi Bowen Shi Lingyu Gao Karen Livescu Kevin Gimpel 81 36 0 06 Jun 2020
DeBERTa: Decoding-enhanced BERT with Disentangled Attention Pengcheng He Xiaodong Liu Jianfeng Gao Weizhu Chen AAML 165 2,754 0 05 Jun 2020
BERT for Coreference Resolution: Baselines and Analysis Mandar Joshi Omer Levy Daniel S. Weld Luke Zettlemoyer 79 321 0 24 Aug 2019
RoBERTa: A Robustly Optimized BERT Pretraining Approach Yinhan Liu Myle Ott Naman Goyal Jingfei Du Mandar Joshi Danqi Chen Omer Levy M. Lewis Luke Zettlemoyer Veselin Stoyanov AIMat 686 24,557 0 26 Jul 2019
SuperGLUE: A Stickier Benchmark for General-Purpose Language Understanding Systems Alex Jinpeng Wang Yada Pruksachatkun Nikita Nangia Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 274 2,326 0 02 May 2019
Higher-order Coreference Resolution with Coarse-to-fine Inference Kenton Lee Luheng He Luke Zettlemoyer BDL 92 470 0 15 Apr 2018
End-to-end Neural Coreference Resolution Kenton Lee Luheng He M. Lewis Luke Zettlemoyer LRM BDL 86 894 0 21 Jul 2017
On the State of the Art of Evaluation in Neural Language Models Gábor Melis Chris Dyer Phil Blunsom 71 536 0 18 Jul 2017