Semisupervised Learning for Computational Linguistics (Chapman & Hall/Crc Computer Science & Data Analysis)

de Steven Abney

This book provides a broad treatment of the theory and linguistic applications of semisupervised methods. It presents a brief history of the field before moving on to discuss well-known natural language processing methods, such as self-training and co-training. It then centers on machine learning techniques.