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We study the extent to which online social networks can be connected to open knowledge bases.
Probabilistic latent semantic indexing
Thomas Hofmann · 1999
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Gibbs sampling in the generative model of latent dirichlet allocation
Tom Griffiths · 2002
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Convergence of alternating optimization
James C Bezdek and Richard J Hathaway · 2003
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Modeling annotated data
David M Blei and Michael I Jordan · 2003
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Latent dirichlet allocation
David M Blei, Andrew Y Ng, and Michael I Jordan · 2003
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Keyword extraction from a single document using word co-occurrence statistical information
Yutaka Matsuo and Mitsuru Ishizuka · 2004
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The author-topic model for authors and documents
Michal Rosen-Zvi, Thomas Griffiths, Mark Steyvers, and Padhraic Smyth · 2004
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Parameter estimation for text analysis
Gregor Heinrich · 2005
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The Microsoft data warehouse toolkit: With SQL server 2005 and the microsoft business intelligence toolset
Joy Mundy and Warren Thornthwaite · 2007
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Social tag prediction
Paul Heymann, Daniel Ramage, and Hector Garcia-Molina · 2008
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Naga: Searching and ranking knowledge
Gjergji Kasneci, Fabian M Suchanek, Georgiana Ifrim, Maya Ramanath, and Gerhard Weikum · 2008
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Introduction to information retrieval
Christopher D Manning, Prabhakar Raghavan, Hinrich Schütze, et al · 2008
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Flickr tag recommendation based on collective knowledge
Börkur Sigurbjörnsson and Roelof Van Zwol · 2008
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Arnetminer: extraction and mining of academic social networks
Jie Tang, Jing Zhang, Limin Yao, Juanzi Li, Li Zhang, and Zhong Su · 2008
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Reading tea leaves: How humans interpret topic models
Jonathan Chang, Sean Gerrish, Chong Wang, Jordan L Boyd-Graber, and David M Blei · 2009
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Unsupervised approaches for automatic keyword extraction using meeting transcripts
Feifan Liu, Deana Pennell, Fei Liu, and Yang Liu · 2009
Reasoning with neural tensor networks for knowledge base completion
Richard Socher, Danqi Chen, Christopher D Manning, and Andrew Ng · 2013
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Incorporating social context and domain knowledge for entity recognition
Jie Tang, Zhanpeng Fang, and Jimeng Sun · 2013
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Neural word embedding as implicit matrix factorization
Omer Levy and Yoav Goldberg · 2014
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Deepwalk: Online learning of social representations
Bryan Perozzi, Rami Al-Rfou, and Steven Skiena · 2014
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Sentiment expression conditioned by affective transitions and social forces
Moritz Sudhof, Andrés Goméz Emilsson, Andrew L Maas, and Christopher Potts · 2014
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Mmrate: Inferring multi-aspect diffusion networks with multi-pattern cascades
Senzhang Wang, Xia Hu, Philip S Yu, and Zhoujun Li · 2014
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A hybrid neural network-latent topic model
Li Wan, Leo Zhu, and Rob Fergus · 2012
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Translating embeddings for modeling multi-relational data
Antoine Bordes, Nicolas Usunier, Alberto Garcia-Duran, Jason Weston, and Oksana Yakhnenko · 2013
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Distributed representations of words and phrases and their compositionality
Tomas Mikolov, Ilya Sutskever, Kai Chen, Greg S Corrado, and Jeff Dean · 2013
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Entity linking: Finding extracted entities in a knowledge base
Delip Rao, Paul McNamee, and Mark Dredze · 2013
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Gaussian lda for topic models with word embeddings
Rajarshi Das, Manzil Zaheer, and Chris Dyer · 2015
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Probabilistic community and role model for social networks
Yu Han and Jie Tang · 2015
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Word representations via gaussian embedding
Luke Vilnis and Andrew McCallum · 2015
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Cosnet: connecting heterogeneous social networks with local and global consistency
Yutao Zhang, Jie Tang, Zhilin Yang, Jian Pei, and Philip Yu · 2015
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