Supervised word mover's distance

Recently, a new document metric called the word mover’s distance (WMD) has been proposed with unprecedented results on kNN-based document classification. The WMD elevates high-quality word embeddings to a document metric by formulating the distance between two documents as an optimal transport probl...

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Bibliographic Details
Main Authors: Huang, G, Guo, C, Kusner, M, Sun, Y, Weinberger, K, Sha, F
Format: Conference item
Published: NIPS Foundation 2016

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