Relatively low perplexity has made modified Kneser-Ney smoothing (Kneser and Ney, 1995;Chen and Goodman, 1998) a popular choice for language modeling.
existing estimation methods require either large amounts of RAM (Stolcke, 2002) or machines (Brants et al., 2007).