MALLET

About MALLET

MALLET (MAchine Learning for LanguagE Toolkit) is an open-source Java-based package designed for statistical natural language processing tasks, such as document classification, clustering, topic modeling, and information extraction. It provides advanced tools for text feature extraction, supports various machine learning algorithms (e.g., Naïve Bayes, Decision Trees, CRFs), and includes facilities for optimization and working with graphical models. Ideal for researchers, developers, and practitioners working with large corpora of text data.