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Nowadays, geographic information related to Twitter is crucially important for fine-grained applications.
Where are you tweeting?: A context and user movement based approach
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Placing flickr photos on a map
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Find me if you can: improving geographical prediction with social and spatial proximity
Lars Backstrom, Eric Sun, and Cameron Marlow. 2010 · 2010
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You are where you tweet: A content-based approach to geo-locating twitter users
Zhiyuan Cheng, James Caverlee, and Kyumin Lee. 2010 · 2010
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Understanding the difficulty of training deep feedforward neural networks
Xavier Glorot and Yoshua Bengio. 2010 · 2010
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Rectified linear units improve restricted boltzmann machines
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Earthquake shakes twitter users: Real-time event detection by social sensors
Takeshi Sakaki, Makoto Okazaki, and Yutaka Matsuo. 2010 · 2010
Text-based twitter user geolocation prediction
Bo Han, Paul Cook, and Timothy Baldwin. 2014 · 2014
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Convolutional neural networks for sentence classification
Yoon Kim. 2014 · 2014
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Adam: A method for stochastic optimization
Diederik Kingma and Jimmy Ba. 2014 · 2014
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Inferring the origin locations of tweets with quantitative confidence
Reid Priedhorsky, Aron Culotta, and Sara Y Del Valle. 2014 · 2014
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Geolocation prediction in twitter using social networks: A critical analysis and review of current practice
David Jurgens, Tyler Finethy, James McCorriston, Yi Tian Xu, and Derek Ruths. 2015 · 2015
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Confounds and consequences in geotagged twitter data
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Deep sparse rectifier neural networks
Xavier Glorot, Antoine Bordes, and Yoshua Bengio. 2011 · 2011
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National and local influenza surveillance through twitter: An analysis of the 2012-2013 influenza epidemic
David A. Broniatowski, Michael J. Paul, and Mark Dredze. 2013 · 2013
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Generating sequences with recurrent neural networks
Alex Graves. 2013 · 2013
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A multi-level geographical study of italian political elections from twitter data
Guido Caldarelli, Alessandro Chessa, Fabio Pammolli, Gabriele Pompa, Michelangelo Puliga, Massimo Riccaboni, and Gianni Riotta. 2014 · 2014
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Umashanthi Pavalanathan and Jacob Eisenstein. 2015 · 2015
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Exploiting text and network context for geolocation of social media users
Afshin Rahimi, Duy Vu, Trevor Cohn, and Timothy Baldwin. 2015 · 2015
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Geolocation for twitter: Timing matters
Mark Dredze, Miles Osborne, and Prabhanjan Kambadur. 2016 · 2016
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Twitter geolocation prediction shared task of the 2016 workshop on noisy user-generated text
Bo Han, AI Hugo, Afshin Rahimi, Leon Derczynski, and Timothy Baldwin. 2016 · 2016
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A simple scalable neural networks based model for geolocation prediction in twitter
Yasuhide Miura, Motoki Taniguchi, Tomoki Taniguchi, and Tomoko Ohkuma. 2016 · 2016
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