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