John Blitzer

Google Publications

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)