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» A Hybrid Approach to Word Segmentation and POS Tagging
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ICDAR
2003
IEEE
14 years 1 months ago
A Segmentation Method for Bibliographic References by Contextual Tagging of Fields
In this paper, a method based on part-of-speech tagging (PoS) is used for bibliographic reference structure. This method operates on a roughly structured ASCII file, produced by O...
Dominique Besagni, Abdel Belaïd, Nelly Benet
ACL
2006
13 years 9 months ago
Subword-Based Tagging for Confidence-Dependent Chinese Word Segmentation
We proposed a subword-based tagging for Chinese word segmentation to improve the existing character-based tagging. The subword-based tagging was implemented using the maximum entr...
Ruiqiang Zhang, Gen-ichiro Kikui, Eiichiro Sumita
FLAIRS
2007
13 years 10 months ago
Combining Machine Learning with Linguistic Heuristics for Chinese Word Segmentation
This paper describes a hybrid model that combines machine learning with linguistic heuristics for integrating unknown word identification with Chinese word segmentation. The model...
Xiaofei Lu
EMNLP
2010
13 years 5 months ago
Joint Training and Decoding Using Virtual Nodes for Cascaded Segmentation and Tagging Tasks
Many sequence labeling tasks in NLP require solving a cascade of segmentation and tagging subtasks, such as Chinese POS tagging, named entity recognition, and so on. Traditional p...
Xian Qian, Qi Zhang, Yaqian Zhou, Xuanjing Huang, ...
ACL
2003
13 years 9 months ago
Morphological Analysis of a Large Spontaneous Speech Corpus in Japanese
This paper describes two methods for detecting word segments and their morphological information in a Japanese spontaneous speech corpus, and describes how to tag a large spontane...
Kiyotaka Uchimoto, Chikashi Nobata, Atsushi Yamada...