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Keyword

document classification

Description: Document classification is the computational task of assigning documents to categories based on their content or other features.
Wikidata ID: wiki/Q302088
OpenAlex ID: keywords/document-classification
Dropout: a simple way to prevent neural networks from overfitting
2014 · Nitish Srivastava, Geoffrey E. Hinton, et al. · 33,412
“Why Should I Trust You?”: Explaining the Predictions of Any Classifier
2016 · Marco Ribeiro, Sameer Singh, et al. · 6,632
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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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On Calibration of Modern Neural Networks
2017 · Guo, Chuan, Pleiss, Geoff, et al. · arXiv (Cornell University) · 3,435
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N-gram-based text categorization
1994 · William B. Cavnar, John M. Trenkle · 1,615
Support Vector Machines for Multiple-Instance Learning
2002 · Stuart Andrews, Ioannis Tsochantaridis, et al. · 1,397
One-class svms for document classification
2002 · Larry M. Manevitz, Malik Yousef · 1,237
Towards answering opinion questions
2003 · Hong Yu, Vasileios Hatzivassiloglou · Conference on Empirical Methods in Natural Language Processing (EMNLP) · 1,053
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Automatic information organization and retrieval
1968 · Gerard Salton · Medical Entomology and Zoology · 931
Random k-Labelsets: An Ensemble Method for Multilabel Classification
2007 · Grigorios Tsoumakas, Ioannis Vlahavas · Lecture notes in computer science · 919
A density-based method for adaptive LDA model selection
2008 · Juan Cao, Tian Xia, et al. · Neurocomputing · 884
UIMA: an architectural approach to unstructured information processing in the corporate research environment
2004 · DAVID FERRUCCI, ADAM LALLY · Natural Language Engineering · 884
Automated learning of decision rules for text categorization
1994 · Chidanand Apté, Fred Damerau, et al. · ACM Transactions on Information Systems · 858
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Large-Scale Bayesian Logistic Regression for Text Categorization
2007 · Alexander Genkin, David D Lewis, et al. · Technometrics · 810
Parallel programming in C with MPI and OpenMP
2003 · Michael J. Quinn · 801
Less is More: Active Learning with Support Vector Machines
2000 · Greg Schohn, David Cohn · 774
Pattern classification with missing data: a review
2009 · Pedro J. García-Laencina, José-Luis Sancho-Gómez, et al. · Neural Computing and Applications · 761
Multiple instance learning: A survey of problem characteristics and applications
2017 · Marc-André Carbonneau, Veronika Cheplygina, et al. · Pattern Recognition · 734
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Impact of Similarity Measures on Web-page Clustering
2000 · Alexander L. Strehl, Joydeep Ghosh, et al. · 680
Distributional clustering of words for text classification
1998 · L. Douglas Baker, Andrew Kachites McCallum · International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · 677
Towards detecting influenza epidemics by analyzing Twitter messages
2010 · Aron Culotta · 622
Pachinko allocation
2006 · Wei Li, Andrew McCallum · International Conference on Machine Learning · 610
Automatic Indexing: An Experimental Inquiry
1961 · M. E. Maron · Journal of the ACM · 570
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The Web as a Parallel Corpus
2003 · Philip Resnik, Noah A. Smith · Computational Linguistics · 530
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Integrating Topics and Syntax
2004 · Thomas L. Griffiths, Mark Steyvers, et al. · 500
Works count: 10,490
Citation count: 137,200
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