Incremental Skip-gram Model with Negative Sampling

Nobuhiro Kaji, Hayato Kobayashi

This paper explores an incremental training strategy for the skip-gram model with negative sampling (SGNS) from both empirical and theoretical perspectives. Existing methods of neu…