Isha Indhu S

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2021

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Amrita_CEN_NLP@SDP2021 Task A and B
Premjith B | Isha Indhu S | Kavya S. Kumar | Lakshaya Karthikeyan | Soman Kp
Proceedings of the Second Workshop on Scholarly Document Processing

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 (LSTM) networks and a Random Forest classifier for modelling the aforementioned problems by considering the class imbalance problem in the data.
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