An Analysis of Hierarchical Text Classification Using Word Embeddings

6 September 2018

Papers citing "An Analysis of Hierarchical Text Classification Using Word Embeddings"

15 / 15 papers shown

Title
Estimation of embedding vectors in high dimensions G. A. Azar M. Emami A. Fletcher Sundeep Rangan 42 1 0 12 Dec 2023
Bag of Tricks for Efficient Text Classification Armand Joulin Edouard Grave Piotr Bojanowski Tomas Mikolov VLM 160 4,612 0 06 Jul 2016
An empirical study on large scale text classification with skip-gram embeddings Georgios Balikas Massih-Reza Amini 45 20 0 21 Jun 2016
Character-level Convolutional Networks for Text Classification Xiang Zhang Jiaqi Zhao Yann LeCun 254 6,101 0 04 Sep 2015
LSHTC: A Benchmark for Large-Scale Text Classification Ioannis Partalas Aris Kosmopoulos Nicolas Baskiotis Thierry Artières George Giannakopoulos Éric Gaussier Ion Androutsopoulos Massih-Reza Amini Patrick Gallinari 32 181 0 30 Mar 2015
LSTM: A Search Space Odyssey Klaus Greff R. Srivastava Jan Koutník Bas R. Steunebrink Jürgen Schmidhuber AI4TS VLM 112 5,290 0 13 Mar 2015
Effective Use of Word Order for Text Categorization with Convolutional Neural Networks Rie Johnson Tong Zhang 94 883 0 01 Dec 2014
Convolutional Neural Networks for Sentence Classification Yoon Kim AILaw VLM 607 13,416 0 25 Aug 2014
Distributed Representations of Sentences and Documents Quoc V. Le Tomas Mikolov FaML 243 9,235 0 16 May 2014
Kaggle LSHTC4 Winning Solution Antti Puurula Jesse Read Albert Bifet 41 26 0 03 May 2014
Deep Learning in Neural Networks: An Overview Jürgen Schmidhuber HAI 232 16,336 0 30 Apr 2014
Distributed Representations of Words and Phrases and their Compositionality Tomas Mikolov Ilya Sutskever Kai Chen G. Corrado J. Dean NAI OCL 365 33,520 0 16 Oct 2013
Evaluation Measures for Hierarchical Classification: a unified view and novel approaches Aris Kosmopoulos Ioannis Partalas Éric Gaussier George Giannakopoulos Ion Androutsopoulos 55 189 0 28 Jun 2013
Efficient Estimation of Word Representations in Vector Space Tomas Mikolov Kai Chen G. Corrado J. Dean 3DV 635 31,469 0 16 Jan 2013
Natural Language Processing (almost) from Scratch R. Collobert Jason Weston Léon Bottou Michael Karlen Koray Kavukcuoglu Pavel P. Kuksa 169 7,721 0 02 Mar 2011