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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 101–150 of 247 papers

TitleStatusHype
Compressive Feature Learning—0
Computationally efficient discrimination between language varieties with large feature vectors and regularized classifiers—0
Computing Word Classes Using Spectral Clustering—0
Concreteness and Subjectivity as Dimensions of Lexical Meaning—0
Consistent Text Categorization using Data Augmentation in e-Commerce—0
Convolutional Neural Networks for Text Categorization: Shallow Word-level vs. Deep Character-level—0
Convolutional Sentence Kernel from Word Embeddings for Short Text Categorization—0
Creation of Lexical Relations for IndoWordNet—0
Cross-Language Plagiarism Detection Methods—0
Cross-lingual and generic text categorization (Apprentissage d'une classification th\'ematique g\'en\'erique et cross-langue \`a partir des cat\'egories de la Wikip\'edia) [in French]—0
Cross-lingual Dataless Classification for Languages with Small Wikipedia Presence—0
Cross-lingual Synonymy Overlap—0
Data Mining with Shallow vs. Linguistic Features to Study Diversification of Scientific Registers—0
Deep learning models for representing out-of-vocabulary words—0
Deep Learning of Nonnegativity-Constrained Autoencoders for Enhanced Understanding of Data—0
DeepPurple: Estimating Sentence Semantic Similarity using N-gram Regression Models and Web Snippets—0
DeepPurple: Lexical, String and Affective Feature Fusion for Sentence-Level Semantic Similarity Estimation—0
DeepStance at SemEval-2016 Task 6: Detecting Stance in Tweets Using Character and Word-Level CNNs—0
Dense Components in the Structure of WordNet—0
Digital Leafleting: Extracting Structured Data from Multimedia Online Flyers—0
DISCO: A System Leveraging Semantic Search in Document Review—0
Discriminative and Consistent Similarities in Instance-Level Multiple Instance Learning—0
Diversifying Neural Conversation Model with Maximal Marginal Relevance—0
ECNUCS: Measuring Short Text Semantic Equivalence Using Multiple Similarity Measurements—0
EEF: Exponentially Embedded Families with Class-Specific Features for Classification—0
Effect of small sample size on text categorization with support vector machines—0
Effects of term weighting approach with and without stop words removing on Arabic text classification—0
Efficient multivariate sequence classification—0
Exploiting Domain Knowledge via Grouped Weight Sharing with Application to Text Categorization—0
Fast and Accurate Decision Trees for Natural Language Processing Tasks—0
Fast Sampling for Bayesian Max-Margin Models—0
Feature Hashing for Language and Dialect Identification—0
Feature Selection Based on Term Frequency and T-Test for Text Categorization—0
Finding a Character's Voice: Stylome Classification on Literary Characters—0
French and German Corpora for Audience-based Text Type Classification—0
From high heels to weed attics: a syntactic investigation of chick lit and literature—0
From Image to Text Classification: A Novel Approach based on Clustering Word Embeddings—0
FSMJ: Feature Selection with Maximum Jensen-Shannon Divergence for Text Categorization—0
GPKEX: Genetically Programmed Keyphrase Extraction from Croatian Texts—0
Graph-based Semi-Supervised Learning Algorithms for NLP—0
Handling Imbalanced Dataset in Multi-label Text Categorization using Bagging and Adaptive Boosting—0
HeLI-based Experiments in Discriminating Between Dutch and Flemish Subtitles—0
Heterogeneous Multi-task Metric Learning across Multiple Domains—0
High-performance automatic categorization and attribution of inventory catalogs—0
High-Throughput and Language-Agnostic Entity Disambiguation and Linking on User Generated Data—0
IFlyLegal: A Chinese Legal System for Consultation, Law Searching, and Document Analysis—0
IKM at SemEval-2017 Task 8: Convolutional Neural Networks for stance detection and rumor verification—0
Improve Document Embedding for Text Categorization Through Deep Siamese Neural Network—0
Improving Bilingual Terminology Extraction from Comparable Corpora via Multiple Word-Space Models—0
Improving K-Nearest Neighbor Efficacy for Farsi Text Classification—0
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