Overview of the 2021 SDP 3C Citation Context Classification Shared Task

Suchetha N. Kunnath, David Pride, Drahomira Herrmannova, Petr Knoth


Abstract
This paper provides an overview of the 2021 3C Citation Context Classification shared task. The second edition of the shared task was organised as part of the 2nd Workshop on Scholarly Document Processing (SDP 2021). The task is composed of two subtasks: classifying citations based on their (Subtask A) purpose and (Subtask B) influence. As in the previous year, both tasks were hosted on Kaggle and used a portion of the new ACT dataset. A total of 22 teams participated in Subtask A, and 19 teams competed in Subtask B. All the participated systems were ranked based on their achieved macro f-score. The highest scores of 0.26973 and 0.60025 were reported for subtask A and B, respectively.
Anthology ID:
2021.sdp-1.21
Volume:
Proceedings of the Second Workshop on Scholarly Document Processing
Month:
June
Year:
2021
Address:
Online
Venue:
sdp
SIG:
Publisher:
Association for Computational Linguistics
Note:
Pages:
150–158
Language:
URL:
https://aclanthology.org/2021.sdp-1.21
DOI:
Bibkey:
Cite (ACL):
Suchetha N. Kunnath, David Pride, Drahomira Herrmannova, and Petr Knoth. 2021. Overview of the 2021 SDP 3C Citation Context Classification Shared Task. In Proceedings of the Second Workshop on Scholarly Document Processing, pages 150–158, Online. Association for Computational Linguistics.
Cite (Informal):
Overview of the 2021 SDP 3C Citation Context Classification Shared Task (N. Kunnath et al., sdp 2021)
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PDF:
https://preview.aclanthology.org/author-url/2021.sdp-1.21.pdf
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