nlpub/watset-java

An implementation of the Watset clustering algorithm in Java.

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Implements fuzzy clustering via a local-global meta-algorithm that induces word senses to handle element ambiguity, alongside hard clustering algorithms (Chinese Whispers, Markov Clustering, MaxMax). Supports both command-line processing of tab-separated edge lists and embedded use via a complete Java API with configurable parameters. Includes utilities for word sense induction and spectral clustering with k-means integration.

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30

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6

Language

Java

License

Apache-2.0

Category

embedding-clustering-tools

Last pushed

Dec 09, 2022

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