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DMIN
2006
115views Data Mining» more  DMIN 2006»
13 years 6 months ago
Development of a Multi-Classifier Approach for Multilingual Text Categorization
- Research work related to applying text categorization methods to a monolingual corpus such as English text collections has been well established by several research teams in rece...
Chung-Hong Lee, Hsin-Chang Yang, Ting-Chung Chen, ...
AAI
1999
91views more  AAI 1999»
13 years 4 months ago
Multilingual Natural Language Generation for Multilingual Software: A Functional Linguistic Approach
In this paper we present an implemented account of multilingual linguistic resources for multilingual text generation that improves significantly on the degree of re-use of resour...
John A. Bateman, Christian Matthiessen, Licheng Ze...
WEBI
2005
Springer
13 years 10 months ago
An EM Based Training Algorithm for Cross-Language Text Categorization
Due to the globalization on the Web, many companies and institutions need to efficiently organize and search repositories containing multilingual documents. The management of the...
Leonardo Rigutini, Marco Maggini, Bing Liu
ACL
2006
13 years 6 months ago
Exploiting Comparable Corpora and Bilingual Dictionaries for Cross-Language Text Categorization
Cross-language Text Categorization is the task of assigning semantic classes to documents written in a target language (e.g. English) while the system is trained using labeled doc...
Alfio Massimiliano Gliozzo, Carlo Strapparava
SIGIR
2010
ACM
13 years 8 months ago
Combining coregularization and consensus-based self-training for multilingual text categorization
We investigate the problem of learning document classifiers in a multilingual setting, from collections where labels are only partially available. We address this problem in the ...
Massih-Reza Amini, Cyril Goutte, Nicolas Usunier