Opinion Piece: Can we Fix the Scope for Coreference? Problems and Solutions for Benchmarks beyond OntoNotes

A Zeldes - Dialogue & Discourse, 2022 - journals.uic.edu
Current work on automatic coreference resolution has focused on the OntoNotes benchmark
dataset, due to both its size and consistency. However many aspects of the OntoNotes …

Annotating Mentions Alone Enables Efficient Domain Adaptation for Coreference Resolution

N Gandhi, A Field, E Strubell - … of the 61st Annual Meeting of the …, 2023 - aclanthology.org
Although recent neural models for coreference resolution have led to substantial
improvements on benchmark datasets, it remains a challenge to successfully transfer these …

A Controlled Reevaluation of Coreference Resolution Models

I Porada, X Zou, JCK Cheung - arXiv preprint arXiv:2404.00727, 2024 - arxiv.org
All state-of-the-art coreference resolution (CR) models involve finetuning a pretrained
language model. Whether the superior performance of one CR model over another is due to …

Can we fix the scope for coreference? problems and solutions for benchmarks beyond ontonotes

A Zeldes - arXiv preprint arXiv:2112.09742, 2021 - arxiv.org
Current work on automatic coreference resolution has focused on the OntoNotes benchmark
dataset, due to both its size and consistency. However many aspects of the OntoNotes …

Mention Annotations Alone Enable Efficient Domain Adaptation for Coreference Resolution

N Gandhi, A Field, E Strubell - arXiv preprint arXiv:2210.07602, 2022 - arxiv.org
Although recent neural models for coreference resolution have led to substantial
improvements on benchmark datasets, transferring these models to new target domains …

Advancing Generalization in Coreference Resolution

Y Zhu - 2024 - search.proquest.com
Coreference, as an important component of Natural Language Understanding, is a linguistic
phenomenon in which two or more expressions within a text refer to the same entity. This …

Variation in coreference patterns: analyses across language modes and genres

B Aktas - 2023 - publishup.uni-potsdam.de
This thesis explores the variation in coreference patterns across language modes (ie,
spoken and written) and text genres. The significance of research on variation in language …