Search Results for author: Ashwin Lall

Found 3 papers, 1 papers with code

Streaming Word Embeddings with the Space-Saving Algorithm

2 code implementations24 Apr 2017 Chandler May, Kevin Duh, Benjamin Van Durme, Ashwin Lall

We develop a streaming (one-pass, bounded-memory) word embedding algorithm based on the canonical skip-gram with negative sampling algorithm implemented in word2vec.

Word Embeddings

Streaming Pointwise Mutual Information

no code implementations NeurIPS 2009 Benjamin V. Durme, Ashwin Lall

Recent work has led to the ability to perform space efficient, approximate counting over large vocabularies in a streaming context.

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