John Blitzer

Most-cited papers

Distance Metric Learning for Large Margin Nearest Neighbor Classification
Kilian Q. Weinberger, John Blitzer, L. Saul
2005Neural Information Processing Systems6,035 citations
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Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities
Gheorghe Comanici, E. Bieber, Mike Schaekermann, Ice Pasupat +496 more
2025arXiv.org4,448 citations
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A theory of learning from different domains
Shai Ben-David, John Blitzer, K. Crammer, Alex Kulesza +2 more
2010Machine-mediated learning4,383 citations Open access
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Analysis of Representations for Domain Adaptation
Shai Ben-David, John Blitzer, K. Crammer, Fernando C Pereira
2006Neural Information Processing Systems2,621 citations Open access
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Biographies, Bollywood, Boom-boxes and Blenders: Domain Adaptation for Sentiment Classification
John Blitzer, Mark Dredze, Fernando C Pereira
2007Annual Meeting of the Association for Computational Linguistics2,437 citations
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Domain Adaptation with Structural Correspondence Learning
John Blitzer, Ryan T. McDonald, Fernando C Pereira
2006Conference on Empirical Methods in Natural Language Processing1,734 citations Open access
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Learning Bounds for Domain Adaptation
John Blitzer, K. Crammer, Alex Kulesza, Fernando C Pereira +1 more
2007Neural Information Processing Systems539 citations
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Co-Training for Domain Adaptation
Min-Min Chen, Kilian Q. Weinberger, John Blitzer
2011Neural Information Processing Systems435 citations
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MEAD - A Platform for Multidocument Multilingual Text Summarization
Dragomir R. Radev, Timothy B. Allison, Sasha Blair-Goldensohn, John Blitzer +13 more
2004International Conference on Language Resources and Evaluation406 citations
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Evaluation Challenges in Large-Scale Document Summarization
Dragomir R. Radev, Simone Teufel, Horacio Saggion, Wai Lam +5 more
2003Annual Meeting of the Association for Computational Linguistics176 citations Open access
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Domain Adaptation with Coupled Subspaces
John Blitzer, S. Kakade, Dean Phillips Foster
2011International Conference on Artificial Intelligence and Statistics134 citations
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Better Word Alignments with Supervised ITG Models
Aria Haghighi, John Blitzer, John DeNero, D. Klein
2009Annual Meeting of the Association for Computational Linguistics125 citations Open access
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Frustratingly Hard Domain Adaptation for Dependency Parsing
Mark Dredze, John Blitzer, P. Talukdar, K. Ganchev +2 more
2007Conference on Empirical Methods in Natural Language Processing88 citations
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Joint Parsing and Alignment with Weakly Synchronized Grammars
David Burkett, John Blitzer, D. Klein
2010North American Chapter of the Association for Computational Linguistics70 citations
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Multi-View Learning over Structured and Non-Identical Outputs
K. Ganchev, João Graça, John Blitzer, B. Taskar
2008Conference on Uncertainty in Artificial Intelligence70 citations
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Domain adaptation of natural language processing systems
Fernando C Pereira, John Blitzer
200868 citations
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DeepSearchQA: Bridging the Comprehensiveness Gap for Deep Research Agents
Nikita Gupta, Riju Chatterjee, Lukas Haas, Connie Tao +8 more
2026arXiv.org56 citations
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Regularized Learning with Networks of Features
Ted Sandler, John Blitzer, P. Talukdar, L. Ungar
2008Neural Information Processing Systems53 citations
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Learning Better Monolingual Models with Unannotated Bilingual Text
David Burkett, Slav Petrov, John Blitzer, D. Klein
2010Conference on Computational Natural Language Learning42 citations
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Intelligent email: reply and attachment prediction
Mark Dredze, T. Brooks, J. Carroll, Joshua Magarick +2 more
2008International Conference on Intelligent User Interfaces40 citations
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Reply Expectation Prediction for Email Management
Mark Dredze, John Blitzer, Fernando C Pereira
2005International Conference on Email and Anti-Spam36 citations
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Summarizing archived discussions: a beginning
P. Newman, John Blitzer
2003International Conference on Intelligent User Interfaces36 citations
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Hierarchical Distributed Representations for Statistical Language Modeling
John Blitzer, Kilian Q. Weinberger, L. Saul, Fernando C Pereira
2004Neural Information Processing Systems34 citations
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Estimating Voter Registration Deadline Effects with Web Search Data
A. Street, T. A. Murray, John Blitzer, Rajan S. Patel
2015Political Analysis29 citations Open access
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Intelligent Email: Aiding Users with AI
Mark Dredze, H. Wallach, Danny Puller, T. Brooks +4 more
2008AAAI Conference on Artificial Intelligence29 citations
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Distributed Latent Variable Models of Lexical Co-occurrences
John Blitzer, A. Globerson, Fernando C Pereira
2005International Conference on Artificial Intelligence and Statistics22 citations
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Semi-Supervised Learning for Natural Language Processing
John Blitzer, Xiao-Jin Zhu
2008Annual Meeting of the Association for Computational Linguistics18 citations Open access
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Evaluating Induced CCG Parsers on Grounded Semantic Parsing
Yonatan Bisk, Siva Reddy, John Blitzer, J. Hockenmaier +1 more
2016Conference on Empirical Methods in Natural Language Processing17 citations Open access
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Evaluation of Text Summarization in a Cross-lingual Information Retrieval Framework
Dragomir R. Radev, Simone Teufel, Horacio Saggion, Wai Lam +5 more
201117 citations
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Fast Reading Comprehension with ConvNets
Felix Wu, N. Lao, John Blitzer, Guandao Yang +1 more
2017arXiv.org16 citations
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Exploiting Bilingual Information to Improve Web Search
Wei Gao, John Blitzer, M. Zhou, Kam-Fai Wong
2009Annual Meeting of the Association for Computational Linguistics13 citations Open access
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Latent Structured Ranking
J. Weston, John Blitzer
2012Conference on Uncertainty in Artificial Intelligence12 citations
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Using English information in non-English web search
Wei Gao, John Blitzer, M. Zhou
2008Improving Non English Web Searching10 citations Open access
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"Sorry, I Forgot the Attachment": Email Attachment Prediction
Mark Dredze, John Blitzer, Fernando C Pereira
2006International Conference on Email and Anti-Spam9 citations
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Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, EMNLP 2016, Austin, Texas, USA, November 1-4, 2016
Yonatan Bisk, Siva Reddy, John Blitzer, J. Hockenmaier +1 more
2016Conference on Empirical Methods in Natural Language Processing8 citations
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FastFusionNet: New State-of-the-Art for DAWNBench SQuAD
Felix Wu, Boyi Li, Le-Qun Wang, N. Lao +2 more
2019arXiv.org5 citations
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TTI-TR-2009-1 Zero-Shot Domain Adaptation : A MultiView Approach
John Blitzer, Dean Phillips Foster
20094 citations
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Integrated Triaging for Fast Reading Comprehension
Felix Wu, Boyi Li, Le-Qun Wang, N. Lao +2 more
2019arXiv.org2 citations
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Batch Performance for an Online Price
K. Crammer, Mark Dredze, John Blitzer, Fernando Pereira
20072 citations
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Learning with Locally Linear Feature Regularization
Ted Sandler, John Blitzer, Lyle Ungar
20081 citations
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A Survey of Dimensionality Reduction Techniques for Natural Language
John Blitzer
20061 citations
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A Benchmark for Text Quantification Learning Under Real-World Temporal Distribution Shift
Carc Carc, K. Azizzadenesheli, An-Qi Liu, Fanny Yang +18 more
20220 citations
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Practical Dataless Text Classification Through Dense Retrieval
Ricardo A. Baeza-Yates, Berthier de Araújo, Neto Ribeiro, K. Bhatia +40 more
20220 citations
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Proceedings of the 2nd International Workshop on Computational Approaches to Historical Language Change 2021
Nina Tahmasebi, Ehsaneddin Asgari, Pierpaolo Basile, Christin Beck +465 more
20210 citations Open access
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Towards a Fine-Grained Multi-Domain Neural Machine Translation Using Inter-Domain Relationships
John Blitzer, R. McDonald, Fernando Pereira, Chen-Hui Chu +2 more
20210 citations
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Institutional Knowledge at Singapore Management University Institutional Knowledge at Singapore Management University Using English information in Non-English web search Using English information in Non-English web search
Wei Gao, John Blitzer, M. Zhou
20190 citations
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Proceedings of the Fifth International Workshop on Natural Language Processing for Social Media
Rimell, Johansson Richard, Lun-Wei Ku, Cheng-Te Li +496 more
20170 citations Open access
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Extending Voter Registration Deadlines Would Enfranchise Millions of Americans
A. Street, T. A. Murray, John Blitzer, Rajan S. Patel
20120 citations
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DRASO: Declaratively Regularized Alternating Structural Optimization
P. Talukdar, Ted Sandler, Mark Dredze, K. Crammer +2 more
20080 citations
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MEAD Documentation v 3 . 10
Dragomir R. Radev, John Blitzer, Adam Winkel, Stanko Dimitrov
20060 citations
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