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Amrita_CEN_NLP@ SDP2021 Task A and B

Publication Type : Conference Proceedings

Thematic Areas : Center for Computational Engineering and Networking (CEN)

Source : Proceedings of the Second Workshop on Scholarly Document Processing (146 - 149), 2021

Campus : Coimbatore

Department : Center for Computational Engineering and Networking (CEN)

Verified : No

Year : 2021

Abstract : The purpose and influence of a citation are important in understanding the quality of a publication. The 3c citation context classification shared task at the Second Workshop on Scholarly Document Processing aims at addressing this problem. This paper is the submission of the team Amrita_CEN_NLP to the shared task. We employed Bi-directional Long Short Term Memory (Bi-LSTM) networks and a Random Forest classifier with fasttext embedding for modelling the aforementioned problems by considering the class imbalance problem in the data.

Cite this Research Publication : Isha Indhu S, Kavya S Kumar, Lakshaya Karthikeyan, Premjith B, Soman K.P "Amrita_CEN_NLP@ SDP2021 Task A and B", Proceedings of the Second Workshop on Scholarly Document Processing (146 - 149), 2021

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