Amrita_CEN_NLP @ WOSP 3C Citation Context Classification Task

Premjith B, Soman KP


Abstract
Identification of the purpose and influence of citation is significant in assessing the impact of a publication. ‘3C’ Citation Context Classification Task in Workshop on Mining Scientific Publication is a shared task to address the abovementioned problems. This working note describes the submissions of Amrita_CEN_NLP team to the shared task. We used Random Forest with cost-sensitive learning for classification of sentences encoded into a vector of dimension 300.
Anthology ID:
2020.wosp-1.11
Volume:
Proceedings of the 8th International Workshop on Mining Scientific Publications
Month:
05 August
Year:
2020
Address:
Wuhan, China
Venue:
WOSP
SIG:
Publisher:
Association for Computational Linguistics
Note:
Pages:
71–74
Language:
URL:
https://aclanthology.org/2020.wosp-1.11
DOI:
Bibkey:
Cite (ACL):
Premjith B and Soman KP. 2020. Amrita_CEN_NLP @ WOSP 3C Citation Context Classification Task. In Proceedings of the 8th International Workshop on Mining Scientific Publications, pages 71–74, Wuhan, China. Association for Computational Linguistics.
Cite (Informal):
Amrita_CEN_NLP @ WOSP 3C Citation Context Classification Task (B & KP, WOSP 2020)
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PDF:
https://aclanthology.org/2020.wosp-1.11.pdf