This paper deals with various methods for multilingual document categorization and informs about the results of experiments in which EuroWordNet (EWN) plays the central role and serves as a fundamental problem solving tool. We describe both the algorithmic principles and the methodologies used in our classification system and consequently prove their functionality by experimental results. The aim of experiments was to verify the impact of multilingual collection on the quality of categorization and also find how thesaurus can be used to improve the classification and how the use of multilingual thesaurus can generalize monolingual version of categorization
This paper presents a language-independent approach to controlled vocabulary keyword assignment us...
Associative networks are a connectionist language model with the ability to categorize large sets of...
Associative networks are a connectionist language model with the ability to categorize large sets of...
This paper deals with various methods for multilingual document categorization and informs about the...
Multi-label document classification is the task of automatically assigning multiple categories to th...
Multi-label document classification is the task of automatically assigning multiple categories to th...
Cross-language Text Categorization is the task of assigning semantic classes to documents written i...
Automatic annotation of documents with controlled vocabulary terms (descriptors) from a conceptual t...
Because of the explosion of digital and online text information, automatic organization of documents...
International audienceMultilingual document classification is often addressed by approaches that rel...
This article addresses the question of how to deal with text categorization when the set of document...
This paper presents a language-independent approach to controlled vocabulary keyword assignment us...
[[abstract]]Due to the availability of a huge amount of textual data from a variety of sources, user...
In EuroWordNet we develop wordnets in 8 European languages, which are structured along the same line...
With the globalization trend there is a big amount of documents writ- ten in different languages. If...
This paper presents a language-independent approach to controlled vocabulary keyword assignment us...
Associative networks are a connectionist language model with the ability to categorize large sets of...
Associative networks are a connectionist language model with the ability to categorize large sets of...
This paper deals with various methods for multilingual document categorization and informs about the...
Multi-label document classification is the task of automatically assigning multiple categories to th...
Multi-label document classification is the task of automatically assigning multiple categories to th...
Cross-language Text Categorization is the task of assigning semantic classes to documents written i...
Automatic annotation of documents with controlled vocabulary terms (descriptors) from a conceptual t...
Because of the explosion of digital and online text information, automatic organization of documents...
International audienceMultilingual document classification is often addressed by approaches that rel...
This article addresses the question of how to deal with text categorization when the set of document...
This paper presents a language-independent approach to controlled vocabulary keyword assignment us...
[[abstract]]Due to the availability of a huge amount of textual data from a variety of sources, user...
In EuroWordNet we develop wordnets in 8 European languages, which are structured along the same line...
With the globalization trend there is a big amount of documents writ- ten in different languages. If...
This paper presents a language-independent approach to controlled vocabulary keyword assignment us...
Associative networks are a connectionist language model with the ability to categorize large sets of...
Associative networks are a connectionist language model with the ability to categorize large sets of...