A neural entity coreference resolution review

N Stylianou, I Vlahavas - Expert Systems with Applications, 2021 - Elsevier
Abstract Entity Coreference Resolution is the task of resolving all mentions in a document
that refer to the same real world entity and is considered as one of the most difficult tasks in …

Learning cross-lingual representations for event coreference resolution with multi-view alignment and optimal transport

D Phung, HM Tran, M Van Nguyen… - Proceedings of the 1st …, 2021 - aclanthology.org
We study a new problem of cross-lingual transfer learning for event coreference resolution
(ECR) where models trained on data from a source language are adapted for evaluations in …

Multilingual coreference resolution with harmonized annotations

O Pražák, M Konopík, J Sido - arXiv preprint arXiv:2107.12088, 2021 - arxiv.org
In this paper, we present coreference resolution experiments with a newly created
multilingual corpus CorefUD. We focus on the following languages: Czech, Russian, Polish …

Challenges to evaluating the generalization of coreference resolution models: A measurement modeling perspective

I Porada, A Olteanu, K Suleman… - Findings of the …, 2024 - aclanthology.org
It is increasingly common to evaluate the same coreference resolution (CR) model on
multiple datasets. Do these multi-dataset evaluations allow us to draw meaningful …

Investigating failures to generalize for coreference resolution models

I Porada, A Olteanu, K Suleman, A Trischler… - arXiv e …, 2023 - ui.adsabs.harvard.edu
Coreference resolution models are often evaluated on multiple datasets. Datasets vary,
however, in how coreference is realized--ie, how the theoretical concept of coreference is …

Cross-lingual transfer learning for complex word identification

GE Zaharia, DC Cercel… - 2020 IEEE 32nd …, 2020 - ieeexplore.ieee.org
Complex Word Identification (CWI) is a task centered on detecting hard-to-understand
words, or groups of words, in texts from different areas of expertise. The purpose of CWI is to …

Neural coreference resolution for Slovene language

M Klemen, S Žitnik - Computer Science and Information Systems, 2022 - doiserbia.nb.rs
Coreference resolution systems aim to recognize and cluster together mentions of the same
underlying entity. While there exist large amounts of research on broadly spoken languages …

Investigating Multilingual Coreference Resolution by Universal Annotations

H Chai, M Strube - arXiv preprint arXiv:2310.17734, 2023 - arxiv.org
Multilingual coreference resolution (MCR) has been a long-standing and challenging task.
With the newly proposed multilingual coreference dataset, CorefUD (Nedoluzhko et al …

SMDDH: Singleton mention detection using deep learning in Hindi text

K Lata, P Singh, K Dutta - ACM Transactions on Asian and Low …, 2023 - dl.acm.org
Mention detection is an important component of the Coreference Resolution (CR) system,
where mentions such as name, nominal, and pronominals are identified. These mentions …

Exploring Multiple Strategies to Improve Multilingual Coreference Resolution in CorefUD

O Pražák, M Konopík - arXiv preprint arXiv:2408.16893, 2024 - arxiv.org
Coreference resolution, the task of identifying expressions in text that refer to the same
entity, is a critical component in various natural language processing (NLP) applications …