IEEE - Institute of Electrical and Electronics Engineers, Inc. - Application of Conditional Random Fields model in unknown words identification

2010 International Conference on Machine Learning and Cybernetics (ICMLC)

Author(s): Hai-Jun Zhang ; Wei-Min Pan ; Shu-Min Shi ; Chao-Yong Zhu
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 July 2010
Conference Location: Qingdao, China, China
Conference Date: 11 July 2010
Volume: 4
Page(s): 1,839 - 1,843
ISBN (CD): 978-1-4244-6525-5
ISBN (Electronic): 978-1-4244-6527-9
ISBN (Paper): 978-1-4244-6526-2
DOI: 10.1109/ICMLC.2010.5580955
Regular:

This paper proposed a method for Unknown Words Identification (UWI) based on repeats. To identify Unknown words with reliable theory, we put forward a formal model for the process of UWI, which... View More

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