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Keyword

text classification

Description: Text classification is a natural language processing task that assigns text documents to categories using computational methods.
Wikidata ID: wiki/Q102190569
OpenAlex ID: keywords/text-classification
Latent dirichlet allocation
2003 · David M. Blei, Andrew Y. Ng, et al. · Journal of Machine Learning Research · 32,328
An Introduction to Support Vector Machines and Other Kernel-based Learning Methods
2000 · Nello Cristianini, John Shawe-Taylor · Cambridge University Press eBooks · 13,866
Introduction to information retrieval
2009 · Manning, Christopher D. 1965-, Raghavan, Prabhakar, et al. · Choice Reviews Online · 12,276
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Latent Dirichlet Allocation
2002 · David M. Blei, Andrew Y. Ng, et al. · The MIT Press eBooks · 12,227
Introduction to Information Retrieval
2008 · Christopher D. Manning, Prabhakar Raghavan, et al. · Cambridge University Press eBooks · 11,248
Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer
2019 · Raffel, Colin, Shazeer, Noam, et al. · arXiv (Cornell University) · 10,929
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Text categorization with Support Vector Machines: Learning with many relevant features
1998 · Thorsten Joachims · Lecture notes in computer science · 8,080
Machine learning in automated text categorization
2002 · Fabrizio Sebastiani · ACM Computing Surveys · 7,929
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Distributed Representations of Sentences and Documents
2014 · Le, Quoc V., Mikolov, Tomas · arXiv (Cornell University) · 7,545
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Support vector machines
1998 · M.A. Hearst, S.T. Dumais, et al. · IEEE Intelligent Systems and their Applications · 7,184
A systematic analysis of performance measures for classification tasks
2009 · Marina Sokolova, Guy Lapalme · Information Processing & Management · 7,089
Thumbs up?
2002 · Bo Pang, Lillian Lee, et al. · 7,020
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Hierarchical Attention Networks for Document Classification
2016 · Zichao Yang, Diyi Yang, et al. · Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT) · 4,869
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A Comparative Study on Feature Selection in Text Categorization
1997 · Yiming Yang, Jan Pedersen · 4,785
Bag of Tricks for Efficient Text Classification
2017 · Armand Joulin, Edouard Grave, et al. · Conference of the European Chapter of the Association for Computational Linguistics · 4,538
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Character-level Convolutional Networks for Text Classification
2015 · Zhang, Xiang, Zhao, Junbo, et al. · arXiv (Cornell University) · 4,204
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An Introduction to Support Vector Machines
2000 · Nello Cristianini, John Shawe‐Taylor · ePrints Soton (University of Southampton) · 4,113
Universal Language Model Fine-tuning for Text Classification
2018 · Jeremy Howard, Sebastian Ruder · Annual Meeting of the Association for Computational Linguistics (ACL) · 3,960
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ML-KNN: A lazy learning approach to multi-label learning
2007 · Min-Ling Zhang, Zhi-Hua Zhou · Pattern Recognition · 3,554
Natural language processing with Python
2009 · Bird, Steven, Klein, Ewan, et al. · CERN Document Server (European Organization for Nuclear Research) · 3,442
A sentimental education
2004 · Bo Pang, Lillian Lee · Annual Meeting of the Association for Computational Linguistics (ACL) · 3,305
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Optimization Methods for Large-Scale Machine Learning
2018 · Léon Bottou, Frank E. Curtis, et al. · SIAM Review · 3,148
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Transductive Inference for Text Classification using Support Vector Machines
1999 · Thorsten Joachims · 2,742
Text Classification from Labeled and Unlabeled Documents using EM
2000 · Kamal Nigam, Andrew Kachites Mccallum, et al. · Machine Learning · 2,737
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A re-examination of text categorization methods
1999 · Yiming Yang, Xin Liu · International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · 2,670
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Works count: 56,770
Citation count: 814,400
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