2009
Regularized Learning with Networks of Features (Sandler, Ted, Blitzer, John, Talukdar, Partha, Pereira, Fernando) In Neural Information Processing Systems, 2009. [pdf]

2008
DRASO: Declaratively Regularized Alternating Structural Optimization (Talukdar, Partha Pratim, Sandler, Ted, Dredze, Mark, Crammer, Koby, Blitzer, John, Pereira, Fernando) In ICML 2008 Workshop on Prior Knowledge for Text and Language Processing, 2008. [pdf]

Multi-View Learning over Structured and Non-Identical Outputs (Ganchev, Kuzman, Graca, Joao, Blitzer, John, Taskar, Ben) In Proceedings of the Twenty-Fourth Conference on Uncertainty in Artificial Intelligence (UAI), 2008. [pdf]

Intelligent Email: Aiding Users with AI (Dredze, Mark, Wallach, Hanna, Puller, Danny, Brooks, Tova, Carroll, Josh, Magarick, Joshua, Blitzer, John, Pereira, Fernando) In American National Conference on Artificial Intelligence (AAAI), NECTAR Paper, 2008. [pdf]

Intelligent Email: Reply and Attachment Prediction (Dredze, Mark, Brooks, Tova, Carroll, Josh, Magarick, Joshua, Blitzer, John, Pereira, Fernando) In Intelligent User Interfaces (IUI), 2008. [pdf]

Batch Performance for an Online Price (Crammer, Koby, Dredze, Mark, Blitzer, John, Pereira, Fernando) In The NIPS 2007 Workshop on Efficient Machine Learning, 2008. [pdf]

2007
Frustratingly Hard Domain Adaptation for Dependency Parsing (Dredze, Mark, Blitzer, John, Talukdar, Partha Pratim, Ganchev, Kuzman, Graca, Joao, Pereira, Fernando) In Proceedings of the CoNLL Shared Task Session of EMNLP-CoNLL, 2007. [pdf]

Biographies, Bollywood, Boom-boxes and Blenders: Domain Adaptation for Sentiment Classification (Blitzer, John, Dredze, Mark, Pereira, Fernando) In Association for Computational Linguistics (ACL), 2007. [pdf]

2006
``Sorry, I Forgot the Attachment:'' Email Attachment Prediction (Dredze, Mark, Blitzer, John, Pereira, Fernando) In Conference on Email and Anti-Spam (CEAS), 2006. [pdf]

2005
Reply Expectation Prediction for Email Management (Dredze, Mark, Blitzer, John, Pereira, Fernando) In Conference on Email and Anti-Spam (CEAS), 2005. [pdf]