Search Results for author: Benjamin J. Wilson

Found 3 papers, 3 papers with code

Skip-gram word embeddings in hyperbolic space

2 code implementations30 Aug 2018 Matthias Leimeister, Benjamin J. Wilson

Recent work has demonstrated that embeddings of tree-like graphs in hyperbolic space surpass their Euclidean counterparts in performance by a large margin.

Learning Word Embeddings Word Similarity

Controlled Experiments for Word Embeddings

1 code implementation9 Oct 2015 Benjamin J. Wilson, Adriaan M. J. Schakel

The experiments reveal that word vector length depends more or less linearly on both word frequency and the level of noise in the co-occurrence distribution of the word.

Word Embeddings

Measuring Word Significance using Distributed Representations of Words

1 code implementation10 Aug 2015 Adriaan M. J. Schakel, Benjamin J. Wilson

Distributed representations of words as real-valued vectors in a relatively low-dimensional space aim at extracting syntactic and semantic features from large text corpora.

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