John Blitzer
- Research Area(s)
- Machine Intelligence
- Information Retrieval and the Web
Co-Authors
Google Publications
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Jason Weston, John Blitzer
UAI (2012)
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Domain Adaptation with Coupled Subspaces
John Blitzer, Sham Kakade, Dean Foster
Artificial Intelligence and Statistics (2011)
Previous Publications
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A theory of learning from different domains
Shai Ben-David, John Blitzer, Koby Crammer, Alex Kulesza, Fernando Pereira, Jennifer Vaughan
Machine Learning, vol. 79 (2010), pp. 151-175
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Learning Better Monolingual Models with Unannotated Bilingual Text
David Burkett, Slav Petrov, John Blitzer, Dan Klein
Fourteenth Conference on Computational Natural Language Learning (CoNLL '10) (2010)
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Intelligent Email: Aiding Users with AI
Mark Dredze, Hanna Wallach, Danny Puller, Tova Brooks, Josh Carroll, Joshua Magarick, John Blitzer, Fernando Pereira
American National Conference on Artificial Intelligence (AAAI) (2008)
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Intelligent Email: Reply and Attachment Prediction
Mark Dredze, Tova Brooks, Josh Carroll, Joshua Magarick, John Blitzer, Fernando Pereira
Proceedings of the 2008 International Conference on Intelligent User Interfaces
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Learning Bounds for Domain Adaptation
John Blitzer, Koby Crammer, Alex Kulesza, Fernando Pereira, Jennifer Wortman
Advances in Neural Information Processing Systems 20, {MIT} Press, Cambridge, MA (2008)
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Multi-View Learning over Structured and Non-Identical Outputs
Kuzman Ganchev, Joao Graca, John Blitzer, Ben Taskar
Proceedings of the Twenty-Fourth Conference on Uncertainty in Artificial Intelligence (UAI), AUAI Press (2008), pp. 204-211
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Analysis of Representations for Domain Adaptation
Shai Ben-David, John Blitzer, Koby Crammer, Fernando Pereira
Advances in Neural Information Processing Systems 20, MIT Press, Cambridge, MA (2007)
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Biographies, Bollywood, Boom-boxes and Blenders: Domain Adaptation for Sentiment Classification
John Blitzer, Mark Dredze, Fernando Pereira
Proceedings of the 45th Annual Meeting of the Association of Computational Linguistics, Association for Computational Linguistics, Prague, Czech Republic (2007), pp. 440-447
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Frustratingly Hard Domain Adaptation for Dependency Parsing
Mark Dredze, John Blitzer, Partha Pratim Talukdar, Kuzman Ganchev, Jo~{a}o V. Graça, Fernando Pereira
Proceedings of the CoNLL Shared Task Session of EMNLP-CoNLL 2007, pp. 1051-1055
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"Sorry I forgot the attachment": Email Attachment Prediction
Mark Dredze, John Blitzer, Fernando Pereira
3rd Conference on Email and Anti-Spam, Stanford, CA (2006)
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Domain Adaptation with Structural Correspondence Learning
John Blitzer, Ryan McDonald, Fernando Pereira
EMNLP 2006: 2006 Conference on Empirical Methods in Natural Language Processing, pp. 120-128
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Distributed Latent Variable Models of Lexical Co-occurrences
John Blitzer, Amir Globerson, Fernando Pereira
Tenth International Workshop on Artificial Intelligence and Statistics (2005)
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Reply Expectation Prediction for Email Management
Mark Dredze, John Blitzer, Fernando Pereira
2nd Conference on Email and Anti-Spam, Stanford, CA (2005)
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Reply Expectation Prediction for Email Management
Mark Dredze, John Blitzer, Fernando Pereira
CEAS (2005)
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Hierarchical Distributed Representations for Statistical Language Modeling
John Blitzer, Kilian Weinberger, Lawrence Saul, Fernando Pereira
Advances in Neural Information Processing Systems 17, MIT Press, Cambridge, MA (2004)
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Hierarchical Distributed Representations for Statistical Language Modeling
John Blitzer, Kilian Q. Weinberger, Lawrence K. Saul, Fernando Pereira
NIPS (2004)




