1 2 3 
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]

Lightly-Supervised Attribute Extraction for Web Search (Bellare, Kedar, Talukdar, Partha Pratim, Kumaran, Giridhar, Pereira, Fernando, Liberman, Mark, McCallum, Andrew, Dredze, Mark) In The NIPS 2007 Workshop on Machine Learning for Web Search, 2008. [pdf]

2007
Graphical Models for Primarily Unsupervised Sequence Labeling (Parikh, Neal, Dredze, Mark) Technical report, University of Pennsylvania, Department of Computer and Information Science, 2007.

Learning Fast Classifiers for Image Spam (Dredze, Mark, Gevaryahu, Reuven, Elias-Bachrach, Ari) In Conference on Email and Anti-Spam (CEAS), 2007. [pdf]

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]

Automatic Code Assignment to Medical Text (Crammer, Koby, Dredze, Mark, Ganchev, Kuzman, Talukdar, Partha Pratim, Carroll, Steven) In Biological, translational, and clinical language processing, 2007. [pdf]