2 code implementations • 24 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.
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.