Regularized Learning with Networks of Features (Sandler, Ted, Blitzer, John, Talukdar, Partha, Pereira, Fernando) In Neural Information Processing Systems, 2009. [pdf]

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]

Weakly-Supervised Acquisition of Labeled Class Instances using Graph Random Walks (Talukdar, Partha Pratim, Reisinger, Joseph, Pasca, Marius, Ravichandran, Deepak, Bhagat, Rahul, Pereira, Fernando), 2008. [pdf]

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

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]

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]