In parameter estimation and parsing, the SLM with ACTs distinguishes lexicons of function words (4 POSs) and ignores lexicons of content w ords (12 POSs) in order to avoid the data-sparseness problem.
the alphabet of the SLM with ACTs consists of 192 function words, 4 symbols for unknown function words, and 12 symbols for content words.