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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]

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]

Lightly-Supervised Attribute Extraction (Bellare, Kedar, Talukdar, Partha Pratim, Kumaran, G., Pereira, Fernando, Liberman, Mark, McCallum, Andrew, Dredze, Mark), 2007. [pdf]

A context pattern induction method for named entity extraction (Talukdar, Partha Pratim, Brants, Thorsten, Liberman, Mark, Pereira, Fernando), 2006. [pdf]

Summarization Evaluation for Text and Speech: Issues and Approaches (Nenkova, Ani) In INTERSPEECH, volume missing volume, 2006. [pdf]

Activity-Centric Email: A Machine Learning Approach (Kushmerick, Nicholas, Lau, Tessa, Dredze, Mark, Khoussainov, Rinat) In American National Conference on Artificial Intelligence (AAAI), 2006. [pdf]

Automatically classifying emails into activities (Dredze, Mark, Lau, Tessa, Kushmerick, Nicholas) In Intelligent User Interfaces (IUI), 2006. [pdf]