Word segmentation of Chinese texts in the geoscience domain using the BERT model

Author:

Wei Dongqi123,Liu Zhihao4,Xu Dexin5,Ma Kai6,Tao Liufeng7ORCID,Xie Zhong7,qiu qinjun7ORCID,Pan Shengyong8

Affiliation:

1. National Engineering Research Center of Geographic Information System

2. China

3. Wuhan 430074

4. National Engineering Research Center of Geographic Information System, Wuhan 430074, China

5. Wuhan Geomatics Institute, Wuhan 430074, China

6. Unknown

7. China University of Geosciences

8. Wuhan Zondy Cyber Science & Technology Co., Ltd., Wuhan, China

Publisher

Wiley

Reference44 articles.

1. Asahara M. Fukuoka K. Azuma A. Goh C. L. Watanabe Y. Matsumoto Y. & Tsuzuki T. (2005). Combination of machine learning methods for optimum chinese word segmentation. In Proceedings of the fourth SIGHAN workshop on Chinese language processing.

2. Chen Jingwen Chen Jianguo Wang Chengbin Zhu Yueqin. A study of geological and mineral text sub-word based on conditional random field[J]. China Mining magazine 2018 27(09):69-74+101.

3. Chen W. Zhang M. Zhang Y. J. I. T. o. A. Speech„ & Processing L. (2015). Distributed feature representations for dependency parsing. 23(3) 451-460.

4. Chen W. Zhang M. Zhang Y. & Duan X. J. A. I. (2016). Exploiting meta features for dependency parsing and part-of-speech tagging. 230 173-191.

5. Chen X. Qiu X. Chenxi Z. Liu P. & Huang X. (2015). Long Short-Term Memory Neural Networks for Chinese Word Segmentation.

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