Amrita_CEN_NLP@SDP2021 Task A and B
Premjith B, Isha Indhu S, Kavya S. Kumar, Lakshaya Karthikeyan, Soman Kp
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 (LSTM) networks and a Random Forest classifier for modelling the aforementioned problems by considering the class imbalance problem in the data.- Anthology ID:
- 2021.sdp-1.20
- Volume:
- Proceedings of the Second Workshop on Scholarly Document Processing
- Month:
- June
- Year:
- 2021
- Address:
- Online
- Editors:
- Iz Beltagy, Arman Cohan, Guy Feigenblat, Dayne Freitag, Tirthankar Ghosal, Keith Hall, Drahomira Herrmannova, Petr Knoth, Kyle Lo, Philipp Mayr, Robert M. Patton, Michal Shmueli-Scheuer, Anita de Waard, Kuansan Wang, Lucy Lu Wang
- Venue:
- sdp
- SIG:
- Publisher:
- Association for Computational Linguistics
- Note:
- Pages:
- 146–149
- Language:
- URL:
- https://aclanthology.org/2021.sdp-1.20
- DOI:
- Bibkey:
- Cite (ACL):
- Premjith B, Isha Indhu S, Kavya S. Kumar, Lakshaya Karthikeyan, and Soman Kp. 2021. Amrita_CEN_NLP@SDP2021 Task A and B. In Proceedings of the Second Workshop on Scholarly Document Processing, pages 146–149, Online. Association for Computational Linguistics.
- Cite (Informal):
- Amrita_CEN_NLP@SDP2021 Task A and B (B et al., sdp 2021)
- Copy Citation:
- PDF:
- https://aclanthology.org/2021.sdp-1.20.pdf
Export citation
@inproceedings{b-etal-2021-amrita,
title = "{A}mrita{\_}{CEN}{\_}{NLP}@{SDP}2021 Task A and {B}",
author = "B, Premjith and
S, Isha Indhu and
Kumar, Kavya S. and
Karthikeyan, Lakshaya and
Kp, Soman",
editor = "Beltagy, Iz and
Cohan, Arman and
Feigenblat, Guy and
Freitag, Dayne and
Ghosal, Tirthankar and
Hall, Keith and
Herrmannova, Drahomira and
Knoth, Petr and
Lo, Kyle and
Mayr, Philipp and
Patton, Robert M. and
Shmueli-Scheuer, Michal and
de Waard, Anita and
Wang, Kuansan and
Wang, Lucy Lu",
booktitle = "Proceedings of the Second Workshop on Scholarly Document Processing",
month = jun,
year = "2021",
address = "Online",
publisher = "Association for Computational Linguistics",
url = "https://aclanthology.org/2021.sdp-1.20",
pages = "146--149",
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 (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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%0 Conference Proceedings %T Amrita_CEN_NLP@SDP2021 Task A and B %A B, Premjith %A S, Isha Indhu %A Kumar, Kavya S. %A Karthikeyan, Lakshaya %A Kp, Soman %Y Beltagy, Iz %Y Cohan, Arman %Y Feigenblat, Guy %Y Freitag, Dayne %Y Ghosal, Tirthankar %Y Hall, Keith %Y Herrmannova, Drahomira %Y Knoth, Petr %Y Lo, Kyle %Y Mayr, Philipp %Y Patton, Robert M. %Y Shmueli-Scheuer, Michal %Y de Waard, Anita %Y Wang, Kuansan %Y Wang, Lucy Lu %S Proceedings of the Second Workshop on Scholarly Document Processing %D 2021 %8 June %I Association for Computational Linguistics %C Online %F b-etal-2021-amrita %X 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. %U https://aclanthology.org/2021.sdp-1.20 %P 146-149
Markdown (Informal)
[Amrita_CEN_NLP@SDP2021 Task A and B](https://aclanthology.org/2021.sdp-1.20) (B et al., sdp 2021)
- Amrita_CEN_NLP@SDP2021 Task A and B (B et al., sdp 2021)
ACL
- Premjith B, Isha Indhu S, Kavya S. Kumar, Lakshaya Karthikeyan, and Soman Kp. 2021. Amrita_CEN_NLP@SDP2021 Task A and B. In Proceedings of the Second Workshop on Scholarly Document Processing, pages 146–149, Online. Association for Computational Linguistics.