عنوان
پدید آورنده
موضوع
رده
کتابخانه
محل استقرار
NATIONAL BIBLIOGRAPHY NUMBER
Number
LA8k20d3x6
LANGUAGE OF THE ITEM
.Language of Text, Soundtrack etc
انگلیسی
TITLE AND STATEMENT OF RESPONSIBILITY
Title Proper
A Hybrid Approach Using Maximum Entropy Model and Conditional Random Fields to Identify Tibetan Person Names
General Material Designation
[Article]
First Statement of Responsibility
Jia, Yangji; Li, Yachao; Zong, Chengqing; Yu, Hongzhi
SUMMARY OR ABSTRACT
Text of Note
Tibetan person name recognition is one of the most difficult tasks in the area of Tibetan information processing, and the effect of recognition impacts directly on the precision of Tibetan word segmentation and the performance of relative application systems, including Tibetan-Chinese machine translation, Tibetan informationretrieval, text categorization, etc. Based on the analysis of wording rules and features of Tibetan person names, this paper proposes a method which combines maximum entropy and conditional random fields to identify Tibetan person names. The experiment shows that this approach works quite well, with the value of F1-measure reaching 93.29%.
SET
Date of Publication
2016
Title
Himalayan Linguistics
Volume Number
15/1
PERSONAL NAME - PRIMARY RESPONSIBILITY
Entry Element
Jia, Yangji; Li, Yachao; Zong, Chengqing; Yu, Hongzhi
ELECTRONIC LOCATION AND ACCESS
Electronic name
مطالعه متن کتاب [Article]
275578
a
Y
