Results 21 to 30 of about 346,822 (289)
Improving Large-Scale k-Nearest Neighbor Text Categorization with Label Autoencoders
Mathematics, 2022 In this paper, we introduce a multi-label lazy learning approach to deal with automatic semantic indexing in large document collections in the presence of complex and structured label vocabularies with high inter-label correlation. The proposed method is
Francisco J. Ribadas-Pena +2 more
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Text Categorization with Latent Dirichlet Allocation [PDF]
Journal of Electrical and Electronics Engineering, 2014 This paper focuses on the text categorization of Slovak text corpora using latent Dirichlet allocation. Our goal is to build text subcorpora that contain similar text documents.
ZLACKÝ Daniel +3 more
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Improving Term Weighting Schemes for Short Text Classification in Vector Space Model
IEEE Access, 2019 Short text is one of the predominant forms of communication with unique characteristics such as short length, high sparsity, and lack of shared context and word co-occurrence.
Surender Singh Samant +2 more
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PAAD: POLITICAL ARABIC ARTICLES DATASET FOR AUTOMATIC TEXT CATEGORIZATION
Iraqi Journal for Computers and Informatics, 2020 Now day’s text Classification and Sentiment analysis is considered as one of the popular Natural Language Processing (NLP) tasks. This kind of technique plays significant role in human activities and has impact on the daily behaviours.
Dhafar Hamed Abd +2 more
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Neural Discourse Structure for Text Categorization
, 2017 We show that discourse structure, as defined by Rhetorical Structure Theory and provided by an existing discourse parser, benefits text categorization.
Ji, Yangfeng, Smith, Noah
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Neural Text Categorizer for Exclusive Text Categorization
Journal of Information Processing Systems, 2008 This research proposes a new neural network for text categorization which uses alternative representations of documents to numerical vectors. Since the proposed neural network is intended originally only for text categorization, it is called NTC (Neural Text Categorizer) in this research.
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Categorization of Unorganized Text Corpora for better Domain-Specific Language Modeling
Advances in Electrical and Electronic Engineering, 2013 This paper describes the process of categorization of unorganized text data gathered from the Internet to the in-domain and out-of-domain data for better domain-specific language modeling and speech recognition.
Jan Stas +3 more
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Non-Standard Words as Features for Text Categorization
, 2014 This paper presents categorization of Croatian texts using Non-Standard Words (NSW) as features. Non-Standard Words are: numbers, dates, acronyms, abbreviations, currency, etc.
Beliga, Slobodan +1 more
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Text categorization by fuzzy domain adaptation [PDF]
, 2013 Machine learning methods have attracted attention of researches in computational fields such as classification/categorization. However, these learning methods work under the assumption that the training and test data distributions are identical.
Behbood, V, Lu, J, Zhang, G
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Text and Hypertext Categorization [PDF]
, 2009 Automatic categorization of text documents has become an important area of research in the last two decades, with features that make it significantly more difficult than the traditional classification tasks studied in machine learning. A more recent development is the need to classify hypertext documents, most notably web pages.
Houda Benbrahim, Max Bramer
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