MALLET: Machine Learning for Language Toolkit

Description

MALLET (MAchine Learning for LanguagE Toolkit) is a Java-based toolkit for statistical natural language processing, document classification, clustering, topic modeling, information extraction, and other machine learning applications to text. It provides sophisticated algorithms and efficient, easy-to-use tools for text analysis, including data structures and data-visualization tools. MALLET can be used for a wide range of tasks, from classical information retrieval to automatic summarization, and from text classification to creating topic models. It also offers a range of tools for evaluating the performance of these algorithms. MALLET is open source and available for free for research and educational use.

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