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» Improved Source-Channel Models for Chinese Word Segmentation
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ACL
1994
13 years 9 months ago
A Stochastic Finite-State Word-Segmentation Algorithm for Chinese
We present a stochastic finite-state model for segmenting Chinese text into dictionary entries and productively derived words, and providing pronunciations for these words; the me...
Richard Sproat, Chilin Shih, William Gale, Nancy C...
COLING
2008
13 years 9 months ago
Word Lattice Reranking for Chinese Word Segmentation and Part-of-Speech Tagging
In this paper, we describe a new reranking strategy named word lattice reranking, for the task of joint Chinese word segmentation and part-of-speech (POS) tagging. As a derivation...
Wenbin Jiang, Haitao Mi, Qun Liu
ACL
2008
13 years 9 months ago
Joint Word Segmentation and POS Tagging Using a Single Perceptron
For Chinese POS tagging, word segmentation is a preliminary step. To avoid error propagation and improve segmentation by utilizing POS information, segmentation and tagging can be...
Yue Zhang 0004, Stephen Clark
EMNLP
2010
13 years 5 months ago
A Fast Decoder for Joint Word Segmentation and POS-Tagging Using a Single Discriminative Model
We show that the standard beam-search algorithm can be used as an efficient decoder for the global linear model of Zhang and Clark (2008) for joint word segmentation and POS-taggi...
Yue Zhang 0004, Stephen Clark
EMNLP
2009
13 years 5 months ago
Using Morphological and Syntactic Structures for Chinese Opinion Analysis
This paper employs morphological structures and relations between sentence segments for opinion analysis on words and sentences. Chinese words are classified into eight morphologi...
Lun-Wei Ku, Ting-Hao Huang, Hsin-Hsi Chen