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Java application for training and deploying text processing applications such as part-of-speech taggers, based on a re-implementation of Brill's algorithm in Java.
Analogical Modeling is an exemplar-based approach to machine learning which imitates human behavior in outcome prediction. Its design has been applied to many natural language and other phenomena which exhibit variable behavior. A Perl XS implementation is available from http://humanities.byu.edu/am/ . This project is a Javaimplementation of the same. For more information on Analogical Modeling, see http://en.wikipedia.org/wiki/Analogical_modeling .
CORPSE (CORPus SEarch) is a powerful search engine written in Java. The aim is to provide an efficient implementation of a word level inverted index search with various cool functions that can be used on very large corpora.
Javaimplementation of semirings as used in Joshua Goodman's thesis. Allows parsers to easily return different kinds of values by simply changing the semiring.
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ConTextKit is a Java-based implementation of Wendy Chapman's ConText algorithm for annotating the context of medical documents, specifically the negation, temporality, and experiencer.