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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]

Learning to Admit You're Wrong: Statistical Tools for Evaluating Web QA (Dredze, Mark, Czuba, Krzysztof) In The NIPS 2007 Workshop on Machine Learning for Web Search, 2008. [pdf]

Icelandic Data-Driven Part of Speech Tagging (Dredze, Mark, Wallenberg, Joel) In Association for Computational Linguistics (ACL), 2008. [pdf]

Further Results and Analysis of Icelandic Part of Speech Tagging (Dredze, Mark, Wallenberg, Joel) Technical report, University of Pennsylvania, Department of Computer and Information Science, 2008.

Exact Confidence-Weighted Learning (Crammer, Koby, Dredze, Mark, Pereira, Fernando) In Advances in Neural Information Processing Systems (NIPS), 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]

A rate-distortion one-class model and its applications to clustering (Crammer, Koby, Talukdar, Partha Pratim, Pereira, Fernando), 2008. [pdf]