Search Results for author: Eric Bailey

Found 2 papers, 1 papers with code

LEARNING SEMANTIC WORD RESPRESENTATIONS VIA TENSOR FACTORIZATION

no code implementations ICLR 2018 Eric Bailey, Charles Meyer, Shuchin Aeron

We present two new word embedding techniques based on tensor factorization and show that they outperform common methods on several semantic NLP tasks when given the same data.

Outlier Detection

Word Embeddings via Tensor Factorization

1 code implementation10 Apr 2017 Eric Bailey, Shuchin Aeron

We show that embeddings based on tensor factorization can be used to discern the various meanings of polysemous words without being explicitly trained to do so, and motivate the intuition behind why this works in a way that doesn't with existing methods.

Outlier Detection Word Embeddings

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