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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

Showing 151200 of 247 papers

TitleStatusHype
Massively Multilingual Word EmbeddingsCode0
Complex Decomposition of the Negative Distance kernel0
Bag Reference Vector for Multi-instance Learning0
N-Gramas de Caractere como T\'ecnica de Normaliza \~ao Morfol\'ogica para L\' Portuguesa: Um Estudo em Categoriza \~ao de Textos (Character N-grams as a Morphological Normalization Technique for Portuguese Language: A Study in Text Categorization)0
A Machine Learning Method to Distinguish Machine Translation from Human Translation0
Cross-lingual Synonymy Overlap0
Towards Improving Dialogue Topic Tracking Performances with Wikification of Concept Mentions0
Multi-label Text Categorization with Joint Learning Predictions-as-Features Method0
Convolutional Sentence Kernel from Word Embeddings for Short Text Categorization0
Learning Timeline Difference for Text Categorization0
Reducing Over-generation Errors for Automatic Keyphrase Extraction using Integer Linear Programming0
Linguistic Template Extraction for Recognizing Reader-Emotion and Emotional Resonance Writing Assistance0
Semantic Clustering and Convolutional Neural Network for Short Text Categorization0
KeLP: a Kernel-based Learning Platform for Natural Language Processing0
Text Categorization as a Graph Classification Problem0
Automatic Keyword Extraction on Twitter0
Radical Embedding: Delving Deeper to Chinese Radicals0
A Method of Accounting Bigrams in Topic Models0
Discriminative and Consistent Similarities in Instance-Level Multiple Instance Learning0
SWASH: A Naive Bayes Classifier for Tweet Sentiment Identification0
Digital Leafleting: Extracting Structured Data from Multimedia Online Flyers0
Topic Models: Accounting Component Structure of Bigrams0
Active Learning with Rationales for Text Classification0
Fast Sampling for Bayesian Max-Margin Models0
Semi-supervised Convolutional Neural Networks for Text Categorization via Region Embedding0
Arabic Text Categorization Algorithm using Vector Evaluation Method0
A Novel Feature Selection and Extraction Technique for Classification0
Machine-guided Solution to Mathematical Word Problems0
A Joint Probabilistic Classification Model of Relevant and Irrelevant Sentences in Mathematical Word Problems0
Supervised learning Methods for Bangla Web Document Categorization0
Can characters reveal your native language? A language-independent approach to native language identification0
Muli-label Text Categorization with Hidden Components0
Tunisian dialect Wordnet creation and enrichment using web resources and other Wordnets0
A Joint Segmentation and Classification Framework for Sentiment Analysis0
Efficient multivariate sequence classification0
A Study of Association Measures and their Combination for Arabic MWT Extraction0
Non-Standard Words as Features for Text Categorization0
Reducing Over-Weighting in Supervised Term Weighting for Sentiment Analysis0
RTRGO: Enhancing the GU-MLT-LT System for Sentiment Analysis of Short Messages0
TeamX: A Sentiment Analyzer with Enhanced Lexicon Mapping and Weighting Scheme for Unbalanced Data0
Machine learning approach for text and document mining0
Concreteness and Subjectivity as Dimensions of Lexical Meaning0
Linguistic Structured Sparsity in Text Categorization0
Automatic Keyphrase Extraction: A Survey of the State of the Art0
Opinion Mining and Topic Categorization with Novel Term Weighting0
Bayesian Kernel Methods for Natural Language Processing0
A Composite Kernel Approach for Dialog Topic Tracking with Structured Domain Knowledge from Wikipedia0
ColLex.en: Automatically Generating and Evaluating a Full-form Lexicon for English0
SenTube: A Corpus for Sentiment Analysis on YouTube Social Media0
Dense Components in the Structure of WordNet0
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