EntityBERT: Entity-centric Masking Strategy for Model Pretraining for the Clinical Domain

Chen Lin; Timothy Miller; Dmitriy Dligach; Steven Bethard; Guergana Savova

EntityBERT: Entity-centric Masking Strategy for Model Pretraining for the Clinical Domain

Chen Lin, Timothy Miller, Dmitriy Dligach, Steven Bethard, Guergana Savova

Department of Computer Science

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Original language	English
Title of host publication	Proceedings of the 20th Workshop on Biomedical Language Processing, BioNLP 2021
Editors	Dina Demner-Fushman, Kevin Bretonnel Cohen, Sophia Ananiadou, Junichi Tsujii
Publisher	Association for Computational Linguistics (ACL)
Pages	191-201
Number of pages	11
ISBN (Electronic)	9781954085404
State	Published - 2021
Event	20th Workshop on Biomedical Language Processing, BioNLP 2021 - Virtual, Online Duration: Jun 11 2021 → …

Publication series

Name	Proceedings of the 20th Workshop on Biomedical Language Processing, BioNLP 2021

Conference

Conference	20th Workshop on Biomedical Language Processing, BioNLP 2021
City	Virtual, Online
Period	6/11/21 → …

ASJC Scopus Subject Areas

Language and Linguistics
Computer Science Applications
Information Systems
Software
Biomedical Engineering
Health Informatics

Cite this

Lin, C., Miller, T., Dligach, D., Bethard, S., & Savova, G. (2021). EntityBERT: Entity-centric Masking Strategy for Model Pretraining for the Clinical Domain. In D. Demner-Fushman, K. B. Cohen, S. Ananiadou, & J. Tsujii (Eds.), Proceedings of the 20th Workshop on Biomedical Language Processing, BioNLP 2021 (pp. 191-201). (Proceedings of the 20th Workshop on Biomedical Language Processing, BioNLP 2021). Association for Computational Linguistics (ACL).

EntityBERT: Entity-centric Masking Strategy for Model Pretraining for the Clinical Domain. / Lin, Chen; Miller, Timothy; Dligach, Dmitriy et al.
Proceedings of the 20th Workshop on Biomedical Language Processing, BioNLP 2021. ed. / Dina Demner-Fushman; Kevin Bretonnel Cohen; Sophia Ananiadou; Junichi Tsujii. Association for Computational Linguistics (ACL), 2021. p. 191-201 (Proceedings of the 20th Workshop on Biomedical Language Processing, BioNLP 2021).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Lin, C, Miller, T, Dligach, D, Bethard, S & Savova, G 2021, EntityBERT: Entity-centric Masking Strategy for Model Pretraining for the Clinical Domain. in D Demner-Fushman, KB Cohen, S Ananiadou & J Tsujii (eds), Proceedings of the 20th Workshop on Biomedical Language Processing, BioNLP 2021. Proceedings of the 20th Workshop on Biomedical Language Processing, BioNLP 2021, Association for Computational Linguistics (ACL), pp. 191-201, 20th Workshop on Biomedical Language Processing, BioNLP 2021, Virtual, Online, 6/11/21.

Lin C, Miller T, Dligach D, Bethard S, Savova G. EntityBERT: Entity-centric Masking Strategy for Model Pretraining for the Clinical Domain. In Demner-Fushman D, Cohen KB, Ananiadou S, Tsujii J, editors, Proceedings of the 20th Workshop on Biomedical Language Processing, BioNLP 2021. Association for Computational Linguistics (ACL). 2021. p. 191-201. (Proceedings of the 20th Workshop on Biomedical Language Processing, BioNLP 2021).

Lin, Chen ; Miller, Timothy ; Dligach, Dmitriy et al. / EntityBERT : Entity-centric Masking Strategy for Model Pretraining for the Clinical Domain. Proceedings of the 20th Workshop on Biomedical Language Processing, BioNLP 2021. editor / Dina Demner-Fushman ; Kevin Bretonnel Cohen ; Sophia Ananiadou ; Junichi Tsujii. Association for Computational Linguistics (ACL), 2021. pp. 191-201 (Proceedings of the 20th Workshop on Biomedical Language Processing, BioNLP 2021).

@inproceedings{ff8f76652fc541a3b06546ef230c2e80,

title = "EntityBERT: Entity-centric Masking Strategy for Model Pretraining for the Clinical Domain",

author = "Chen Lin and Timothy Miller and Dmitriy Dligach and Steven Bethard and Guergana Savova",

note = "Publisher Copyright: {\textcopyright} 2021 Association for Computational Linguistics; 20th Workshop on Biomedical Language Processing, BioNLP 2021 ; Conference date: 11-06-2021",

year = "2021",

language = "English",

series = "Proceedings of the 20th Workshop on Biomedical Language Processing, BioNLP 2021",

publisher = "Association for Computational Linguistics (ACL)",

pages = "191--201",

editor = "Dina Demner-Fushman and Cohen, {Kevin Bretonnel} and Sophia Ananiadou and Junichi Tsujii",

booktitle = "Proceedings of the 20th Workshop on Biomedical Language Processing, BioNLP 2021",

}

TY - GEN

T1 - EntityBERT

T2 - 20th Workshop on Biomedical Language Processing, BioNLP 2021

AU - Lin, Chen

AU - Miller, Timothy

AU - Dligach, Dmitriy

AU - Bethard, Steven

AU - Savova, Guergana

PY - 2021

Y1 - 2021

UR - http://www.scopus.com/inward/record.url?scp=85123932639&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=85123932639&partnerID=8YFLogxK

M3 - Conference contribution

AN - SCOPUS:85123932639

T3 - Proceedings of the 20th Workshop on Biomedical Language Processing, BioNLP 2021

SP - 191

EP - 201

BT - Proceedings of the 20th Workshop on Biomedical Language Processing, BioNLP 2021

A2 - Demner-Fushman, Dina

A2 - Cohen, Kevin Bretonnel

A2 - Ananiadou, Sophia

A2 - Tsujii, Junichi

PB - Association for Computational Linguistics (ACL)

Y2 - 11 June 2021

ER -

EntityBERT: Entity-centric Masking Strategy for Model Pretraining for the Clinical Domain

Publication series

Conference

ASJC Scopus Subject Areas

Other files and links

Cite this