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What is Clustering English Noun Phrases Analysis about?
The document summarizes research into clustering common English noun phrases using k-means clustering and spectral clustering. It finds that k-means clustering more effectively identifies semantically related clusters of noun phrases, while spectral clustering results in larger, more evenly distributed clusters but with fewer discernible relationships among grouped phrases. To evaluate the clustering algorithms when no ground truth exists, it approximates phrase relatedness using search engine result counts
- Author
- Steve Cotter
- Language
- EN