Overview of CCL25-Eval Task 5: Chinese Classical Poetry Appreciation Evaluation (CCPA) Task

Zhenwu Pei; Yingjie Zhu; Rongbo Chen; Xuefeng Bai (白雪峰); Kehai Chen (陈科海); Min Zhang

Overview of CCL25-Eval Task 5: Chinese Classical Poetry Appreciation Evaluation (CCPA) Task

Zhenwu Pei, Yingjie Zhu, Rongbo Chen, Xuefeng Bai, Kehai Chen, Min Zhang

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Abstract

"This paper presents a review of CCL2025-Eval Task 5: Appreciation Evaluation (CCPA). The primary aim of this task is to evaluate the ability of lan-guage models in performing deep semantic understanding and aesthetic appreciation of Chinese classical poetry. The evaluation comprises two tracks: (1) Poetic content understanding, which examines models’ ability to interpret both fine-grained and coarse-grained semantics; (2) Poetic emotion recognition, which evaluates models’ capacity to identify and analyze emotional expressions. A total of 55 teams registered for the task, among which 7 teams provided valid submissions. The paper provides an in-depth analysis of the submissions and results from all participating teams."

Anthology ID:: 2025.ccl-2.26
Volume:: Proceedings of the 24th China National Conference on Computational Linguistics (CCL 2025)
Month:: August
Year:: 2025
Address:: Jinan, China
Editors:: Hongfei Lin, Bin Li, Hongye Tan
Venue:: CCL
SIG:
Publisher:: Chinese Information Processing Society of China
Note:
Pages:: 212–219
Language:
URL:: https://aclanthology.org/2025.ccl-2.26/
DOI:
Bibkey:
Cite (ACL):: Zhenwu Pei, Yingjie Zhu, Rongbo Chen, Xuefeng Bai, Kehai Chen, and Min Zhang. 2025. Overview of CCL25-Eval Task 5: Chinese Classical Poetry Appreciation Evaluation (CCPA) Task. In Proceedings of the 24th China National Conference on Computational Linguistics (CCL 2025), pages 212–219, Jinan, China. Chinese Information Processing Society of China.
Cite (Informal):: Overview of CCL25-Eval Task 5: Chinese Classical Poetry Appreciation Evaluation (CCPA) Task (Pei et al., CCL 2025)
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PDF:: https://aclanthology.org/2025.ccl-2.26.pdf

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@inproceedings{pei-etal-2025-overview,
    title = "Overview of {CCL}25-Eval Task 5: {C}hinese Classical Poetry Appreciation Evaluation ({CCPA}) Task",
    author = "Pei, Zhenwu  and
      Zhu, Yingjie  and
      Chen, Rongbo  and
      Bai, Xuefeng  and
      Chen, Kehai  and
      Zhang, Min",
    editor = "Lin, Hongfei  and
      Li, Bin  and
      Tan, Hongye",
    booktitle = "Proceedings of the 24th {C}hina National Conference on Computational Linguistics ({CCL} 2025)",
    month = aug,
    year = "2025",
    address = "Jinan, China",
    publisher = "Chinese Information Processing Society of China",
    url = "https://aclanthology.org/2025.ccl-2.26/",
    pages = "212--219",
    abstract = "``This paper presents a review of CCL2025-Eval Task 5: Appreciation Evaluation (CCPA). The primary aim of this task is to evaluate the ability of lan-guage models in performing deep semantic understanding and aesthetic appreciation of Chinese classical poetry. The evaluation comprises two tracks: (1) Poetic content understanding, which examines models' ability to interpret both fine-grained and coarse-grained semantics; (2) Poetic emotion recognition, which evaluates models' capacity to identify and analyze emotional expressions. A total of 55 teams registered for the task, among which 7 teams provided valid submissions. The paper provides an in-depth analysis of the submissions and results from all participating teams.''"
}

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%0 Conference Proceedings
%T Overview of CCL25-Eval Task 5: Chinese Classical Poetry Appreciation Evaluation (CCPA) Task
%A Pei, Zhenwu
%A Zhu, Yingjie
%A Chen, Rongbo
%A Bai, Xuefeng
%A Chen, Kehai
%A Zhang, Min
%Y Lin, Hongfei
%Y Li, Bin
%Y Tan, Hongye
%S Proceedings of the 24th China National Conference on Computational Linguistics (CCL 2025)
%D 2025
%8 August
%I Chinese Information Processing Society of China
%C Jinan, China
%F pei-etal-2025-overview
%X “This paper presents a review of CCL2025-Eval Task 5: Appreciation Evaluation (CCPA). The primary aim of this task is to evaluate the ability of lan-guage models in performing deep semantic understanding and aesthetic appreciation of Chinese classical poetry. The evaluation comprises two tracks: (1) Poetic content understanding, which examines models’ ability to interpret both fine-grained and coarse-grained semantics; (2) Poetic emotion recognition, which evaluates models’ capacity to identify and analyze emotional expressions. A total of 55 teams registered for the task, among which 7 teams provided valid submissions. The paper provides an in-depth analysis of the submissions and results from all participating teams.”
%U https://aclanthology.org/2025.ccl-2.26/
%P 212-219

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Markdown (Informal)

[Overview of CCL25-Eval Task 5: Chinese Classical Poetry Appreciation Evaluation (CCPA) Task](https://aclanthology.org/2025.ccl-2.26/) (Pei et al., CCL 2025)

Overview of CCL25-Eval Task 5: Chinese Classical Poetry Appreciation Evaluation (CCPA) Task (Pei et al., CCL 2025)

ACL

Zhenwu Pei, Yingjie Zhu, Rongbo Chen, Xuefeng Bai, Kehai Chen, and Min Zhang. 2025. Overview of CCL25-Eval Task 5: Chinese Classical Poetry Appreciation Evaluation (CCPA) Task. In Proceedings of the 24th China National Conference on Computational Linguistics (CCL 2025), pages 212–219, Jinan, China. Chinese Information Processing Society of China.