Linking Language to Knowledge with Distributional Semantics
JobimText is a software solution for automatic text expansion using contextualized distributional similarity. It provides text analysis tools for large corpora and has capabilities to create distributional semantic models (JoBimText models) and multi-word expressions.
The JINSECT toolkit is a Java-based toolkit and library that supports and demonstrates the use of n-gram graphs within Natural Language Processing applications, ranging from summarization and summary evaluation to text classification and indexing.
Maui is a multi-purpose automatic topic indexing algorithm. Given a document, Maui automatically identifies its topics. Depending on the task topics are tags, keywords, keyphrases, vocabulary terms, descriptors or Wikipedia titles.