Co-Training

Co-training についてのメモ。

Papers on co-training

Mark Steedman, Miles Osborne, Anoop Sarkar, Stephen Clark, Rebecca Hwa, Julia Hockenmaier, Paul Ruhlen, Steven Baker, and Jeremiah Crim. 2003. Bootstrapping statistical parsers from small datasets. EACL 2003. [pdf]
Limitations of co-training for natural language learning from large datasets. 2001. [pdf]
Bootstrapping. 2002. [pdf]
Analyzing the effectiveness and applicability of co-training. 2000. [pdf]
Email classification with co-training. 2002. [pdf]
PAC generalization bounds for co-training. 2001. [pdf]
Michael Collins and Yoram Singer. 1999. Unsupervised models for named entity classification. [pdf]
Kamal Nigam, Andrew McCallum, Sebastian Thrun, and Tom Mitchell. 1998. Learning to classify text from labeled and unlabeled documents. [pdf]
Avrim Blum and Tom Mitchell. 1998. Combining labeled and unlabeled data with co-training. [pdf]

co-training について触れている書籍。