WNUT 2020 Shared Task-1: Conditional Random Field(CRF) based Named Entity Recognition(NER) for Wet Lab Protocols

Kaushik Acharya


Abstract
The paper describes how classifier model built using Conditional Random Field detects named entities in wet lab protocols.
Anthology ID:
2020.wnut-1.37
Volume:
Proceedings of the Sixth Workshop on Noisy User-generated Text (W-NUT 2020)
Month:
November
Year:
2020
Address:
Online
Editors:
Wei Xu, Alan Ritter, Tim Baldwin, Afshin Rahimi
Venue:
WNUT
SIG:
Publisher:
Association for Computational Linguistics
Note:
Pages:
286–289
Language:
URL:
https://aclanthology.org/2020.wnut-1.37
DOI:
10.18653/v1/2020.wnut-1.37
Bibkey:
Cite (ACL):
Kaushik Acharya. 2020. WNUT 2020 Shared Task-1: Conditional Random Field(CRF) based Named Entity Recognition(NER) for Wet Lab Protocols. In Proceedings of the Sixth Workshop on Noisy User-generated Text (W-NUT 2020), pages 286–289, Online. Association for Computational Linguistics.
Cite (Informal):
WNUT 2020 Shared Task-1: Conditional Random Field(CRF) based Named Entity Recognition(NER) for Wet Lab Protocols (Acharya, WNUT 2020)
Copy Citation:
PDF:
https://aclanthology.org/2020.wnut-1.37.pdf
Optional supplementary material:
 2020.wnut-1.37.OptionalSupplementaryMaterial.txt
Code
 kaushikacharya/wet_lab_protocols
Data
WNUT 2020