Provides a broad treatment of the theory and linguistic applications ofsemisupervised methods. This book discusses natural language processingmethods, such as self-training and co-training. It focuses on machinelearning techniques, including the boundary-oriented methods of perceptrons,boosting, SVMs, and the null-category noise model.