Overview of the NLPCC 2023 Shared Task: Chinese Essay Discourse Coherence Evaluation

Author:

Wu Hongyi,Shen Xinshu,Lan Man,Bai Xiaopeng,Wu Yuanbin,Zhou Aimin,Mao Shaoguang,Ge Tao,Xia Yan

Publisher

Springer Nature Switzerland

Reference11 articles.

1. Devlin, J., Chang, M., Lee, K., Toutanova, K.: BERT: pre-training of deep bidirectional transformers for language understanding. In: Burstein, J., Doran, C., Solorio, T. (eds.) Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL-HLT 2019, Minneapolis, MN, USA, June 2–7, 2019, Volume 1 (Long and Short Papers), pp. 4171–4186. Association for Computational Linguistics (2019). https://doi.org/10.18653/v1/n19-1423

2. Farag, Y., Yannakoudakis, H., Briscoe, T.: Neural automated essay scoring and coherence modeling for adversarially crafted input. In: Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long Papers), pp. 263–271. Association for Computational Linguistics, New Orleans, Louisiana (2018). https://doi.org/10.18653/v1/N18-1024, aclanthology.org/N18-1024

3. Flansmose Mikkelsen, L., Kinch, O., Jess Pedersen, A., Lacroix, O.: DDisCo: a discourse coherence dataset for Danish. In: Proceedings of the Thirteenth Language Resources and Evaluation Conference, pp. 2440–2445. European Language Resources Association, Marseille, France (2022). http://aclanthology.org/2022.lrec-1.260

4. Guan, J., Mao, X., Fan, C., Liu, Z., Ding, W., Huang, M.: Long text generation by modeling sentence-level and discourse-level coherence. In: Zong, C., Xia, F., Li, W., Navigli, R. (eds.) Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, ACL/IJCNLP 2021, (Volume 1: Long Papers), Virtual Event, August 1–6, 2021. pp. 6379–6393. Association for Computational Linguistics (2021). https://doi.org/10.18653/v1/2021.acl-long.499

5. Lai, A., Tetreault, J.: Discourse coherence in the wild: a dataset, evaluation and methods. In: Proceedings of the 19th Annual SIGdial Meeting on Discourse and Dialogue, pp. 214–223. Association for Computational Linguistics, Melbourne, Australia (2018). https://doi.org/10.18653/v1/W18-5023, http://aclanthology.org/W18-5023

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