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Text Categorization

Text Categorization is the task of automatically assigning pre-defined categories to documents written in natural languages. Several types of Text Categorization have been studied, each of which deals with different types of documents and categories, such as topic categorization to detect discussed topics (e.g., sports, politics), spam detection, and sentiment classification to determine the sentiment typically in product or movie reviews.

Source: Effective Use of Word Order for Text Categorization with Convolutional Neural Networks

Papers

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Showing 176–200 of 247 papers

TitleStatusHype
A Novel Feature Selection and Extraction Technique for Classification—0
Machine-guided Solution to Mathematical Word Problems—0
A Joint Probabilistic Classification Model of Relevant and Irrelevant Sentences in Mathematical Word Problems—0
Supervised learning Methods for Bangla Web Document Categorization—0
Tunisian dialect Wordnet creation and enrichment using web resources and other Wordnets—0
Muli-label Text Categorization with Hidden Components—0
Can characters reveal your native language? A language-independent approach to native language identification—0
A Joint Segmentation and Classification Framework for Sentiment Analysis—0
Efficient multivariate sequence classification—0
A Study of Association Measures and their Combination for Arabic MWT Extraction—0
Non-Standard Words as Features for Text Categorization—0
Reducing Over-Weighting in Supervised Term Weighting for Sentiment Analysis—0
TeamX: A Sentiment Analyzer with Enhanced Lexicon Mapping and Weighting Scheme for Unbalanced Data—0
RTRGO: Enhancing the GU-MLT-LT System for Sentiment Analysis of Short Messages—0
Machine learning approach for text and document mining—0
Opinion Mining and Topic Categorization with Novel Term Weighting—0
Automatic Keyphrase Extraction: A Survey of the State of the Art—0
Bayesian Kernel Methods for Natural Language Processing—0
A Composite Kernel Approach for Dialog Topic Tracking with Structured Domain Knowledge from Wikipedia—0
Concreteness and Subjectivity as Dimensions of Lexical Meaning—0
Linguistic Structured Sparsity in Text Categorization—0
VarClass: An Open-source Language Identification Tool for Language Varieties—0
Dense Components in the Structure of WordNet—0
SenTube: A Corpus for Sentiment Analysis on YouTube Social Media—0
Data Mining with Shallow vs. Linguistic Features to Study Diversification of Scientific Registers—0
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