Chinese Essay Fluency Evaluation (CEFE) Task

Zhuang Xinlin, Shen Xinshu, Wu Hongyi, Lan Man, Bai Xiaopeng, Wu Yuanbin, Zhou Aimin, Mao Shaoguang


Abstract
“This paper presents a detailed review of Task 7 in the CCL24-Eval: the second Chinese Essay Fluency Evaluation (CEFE). The task aims to identify fine-grained grammatical errors that impair readability and coherence in essays authored by Chinese primary and secondary school students, evaluate the essays’ fluency levels, and recommend corrections to improve their written fluency. The evaluation comprises three tracks: (1) Coarse-grained and fine-grained error identification; (2) Error sentence rewriting; and (3) Essay Fluency Level Recognition. We garnered 29 completed registrations, resulting in 180 submissions from 10 dedicated teams. The paper discusses the submissions and analyzes the results from all participating teams.”
Anthology ID:
2024.ccl-3.34
Volume:
Proceedings of the 23rd Chinese National Conference on Computational Linguistics (Volume 3: Evaluations)
Month:
July
Year:
2024
Address:
Taiyuan, China
Editors:
Hongfei Lin, Hongye Tan, Bin Li
Venue:
CCL
SIG:
Publisher:
Chinese Information Processing Society of China
Note:
Pages:
302–310
Language:
English
URL:
https://aclanthology.org/2024.ccl-3.34/
DOI:
Bibkey:
Cite (ACL):
Zhuang Xinlin, Shen Xinshu, Wu Hongyi, Lan Man, Bai Xiaopeng, Wu Yuanbin, Zhou Aimin, and Mao Shaoguang. 2024. Chinese Essay Fluency Evaluation (CEFE) Task. In Proceedings of the 23rd Chinese National Conference on Computational Linguistics (Volume 3: Evaluations), pages 302–310, Taiyuan, China. Chinese Information Processing Society of China.
Cite (Informal):
Chinese Essay Fluency Evaluation (CEFE) Task (Xinlin et al., CCL 2024)
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PDF:
https://aclanthology.org/2024.ccl-3.34.pdf