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2009
Suggesting Email View Filters for Triage and Search (Dredze, Mark, Schilit, Bill N., Norvig, Peter) In International Joint Conference on Artificial Intelligence (IJCAI), 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]

Reading the Markets: Forecasting Public Opinion of Political Candidates by News Analysis (Lerman, Kevin, Gilder, Ari, Dredze, Mark, Pereira, Fernando) In Conference on Computational Linguistics (Coling), 2008. [pdf]

Small Statistical Models by Random Feature Mixing (Ganchev, Kuzman, Dredze, Mark) In Proceedings of the ACL-2008 Workshop on Mobile Language Processing, 2008. [pdf]

Online Methods for Multi-Domain Learning and Adaptation (Dredze, Mark, Crammer, Koby) In Empirical Methods in Natural Language Processing (EMNLP), 2008. [pdf]

Active Learning with Confidence (Dredze, Mark, Crammer, Koby) In Association for Computational Linguistics, 2008. [pdf]

Confidence-Weighted Linear Classification (Dredze, Mark, Crammer, Koby, Pereira, Fernando) In International Conference on Machine Learning (ICML), 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]

Generating Summary Keywords for Emails Using Topics (Dredze, Mark, Wallach, Hanna, Puller, Danny, Pereira, Fernando) In Intelligent User Interfaces (IUI), 2008. [pdf]