2008
Expectation Maximization and Posterior Constraints (Graca, Joao, Ganchev, Kuzman, Taskar, Ben) Chapter in Advances in Neural Information Processing Systems 20 (J.C. Platt, D. Koller, Y. Singer, S. Roweis, eds.), 2008. [pdf]

Better Alignments = Better Translations? (Ganchev, Kuzman, Graca, Joao, Taskar, Ben) In Proceedings of the 46th Annual Meeting of the Association of Computational Linguistics, 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]

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

2007
Transductive Structured Classification through Constrained Min-Cuts (Ganchev, Kuzman, Pereira, Fernando) In Proceedings of the Second Workshop on TextGraphs: Graph-Based Algorithms for Natural Language Processing, 2007. [pdf]

Penn/UMass/CHOP Biocreative II systems (Ganchev, Kuzman, Crammer, Koby, Pereira, Fernando, Mann, Gideon, Bellare, Kedar, McCallum, Andrew, Carroll, Steven, Jin, Yang, White, Peter) In Proceedings of the Second BioCreative Challenge Evaluation Workshop, 2007. [pdf]

Semi-Automated Named Entity Annotation (Ganchev, Kuzman, Pereira, Fernando, Mandel, Mark, Carroll, Steven, White, Peter) In Proceedings of the Linguistic Annotation Workshop, 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]