基于CRF的藏文地名识别技术研究

doi:10.3778/j.issn.1002-8331.1903-0232

计算机工程与应用 ›› 2019, Vol. 55 ›› Issue (18): 111-115.DOI: 10.3778/j.issn.1002-8331.1903-0232

基于CRF的藏文地名识别技术研究

头旦才让，仁青东主，尼玛扎西

1.西藏大学信息科学技术学院，拉萨 850000
2.青海师范大学藏文信息处理教育部重点实验室，西宁 810008

出版日期:2019-09-15 发布日期:2019-09-11

Research on Tibetan location Name Recognition Technology Under CRF

Thupten Tsering, Rinchen Dhondub, Nyima Tashi

1.School of Information Science and Technology, Tibet University, Lhasa 850000, China
2.Key Laboratory of Tibetan Information Processing, Ministry of Education, Qinghai Normal University, Xining 810008, China

Online:2019-09-15 Published:2019-09-11

摘要/Abstract

摘要： 藏文地名识别是藏文命名实体识别中必须要解决的问题。通过分析藏文地名的特点及识别难点，阐述了藏文地名的音节、触发词、地名后续词和格助词等特性适用基于CRF模型的地名识别，通过实验，验证了6种特征对藏文地名识别的有效性。实验结果表明该方法对藏文地名识别的准确率、召回率和[F]值分别达到了96.12%、81.92%和88.45%，实验结果与已有的系统相比，取得了较好的效果。

关键词: CRF模型, 藏文地名, 地名识别

Abstract: Tibetan location name recognition is a problem that must be solved in Tibetan named entity recognition. By analyzing the characteristics and recognition difficulties of Tibetan location names, this paper expounds that the characteristics of syllables, trigger words, location name follow-up words and case auxiliary words of Tibetan location names are applicable to location name recognition based on CRF model. Through experiments, the effectiveness of the six characteristics of this paper on Tibetan location name recognition is verified. The experimental results show that the accuracy rate, recall rate and [F] value of Tibetan location name recognition by this method reach 96.12%, 81.92% and 88.45%, respectively. Compared with the existing systems, the experimental results have achieved better results.

Key words: CRF model, Tibetan location, location name recognition

头旦才让，仁青东主，尼玛扎西. 基于CRF的藏文地名识别技术研究[J]. 计算机工程与应用, 2019, 55(18): 111-115.

Thupten Tsering, Rinchen Dhondub, Nyima Tashi. Research on Tibetan location Name Recognition Technology Under CRF[J]. Computer Engineering and Applications, 2019, 55(18): 111-115.

[1]	康月，薛惠珍，华斌. 面向深度学习网络的细粒度商品评价分析[J]. 计算机工程与应用, 2021, 57(11): 140-147.
[2]	李诺^1，2，张全². 利用地名用字分析的中文地名识别处理[J]. 计算机工程与应用, 2009, 45(28): 230-232.
[3]	张建兵¹,刘冬林². 空间信息隐形搜索引擎研究[J]. 计算机工程与应用, 2008, 44(9): 165-167.

基于CRF的藏文地名识别技术研究

Research on Tibetan location Name Recognition Technology Under CRF

PDF

可视化

摘要/Abstract

引用本文

使用本文

参考文献

相关文章 3

编辑推荐

Metrics