Search Results for author: Vishwani Gupta

Found 2 papers, 0 papers with code

Improving Word Embeddings Using Kernel PCA

no code implementations WS 2019 Vishwani Gupta, Sven Giesselbach, Stefan R{\"u}ping, Christian Bauckhage

Word-based embedding approaches such as Word2Vec capture the meaning of words and relations between them, particularly well when trained with large text collections; however, they fail to do so with small datasets.

Sentence Sentence Classification +2

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