A neural Entity Coreference Resolution review

作者：

Highlights：

• We categorize the methodologies based on their model types and novelties.

• We review Pronoun Resolution and emphasize its relation to Coreference Resolution.

• We provide a classification of available datasets based on text styles and variety.

• We perform an analysis of the available evaluation metrics of Coreference Resolution.

• We outline the anaphoric types and constraints in Coreference Resolution.

摘要

•We categorize the methodologies based on their model types and novelties.•We review Pronoun Resolution and emphasize its relation to Coreference Resolution.•We provide a classification of available datasets based on text styles and variety.•We perform an analysis of the available evaluation metrics of Coreference Resolution.•We outline the anaphoric types and constraints in Coreference Resolution.

论文关键词：Coreference resolution,Neural Networks,Gender Bias,Pronoun resolution,Natural Language Processing,Discourse

论文评审过程：Received 26 February 2020, Revised 14 November 2020, Accepted 4 December 2020, Available online 9 December 2020, Version of Record 9 December 2020.

论文官网地址：https://doi.org/10.1016/j.eswa.2020.114466