Skip to Main Content
Table 3

Test perplexity of k-gram models obtained by different approaches for the Polish (Europarl) corpus. We use 32M samples for both WFA-SampleKatz(⋅) and WFA-SampleApprox(⋅).

ModelTest perplexity
Katz 185.5 
WFA-SampleKatz(⋅) 189.3 
Arisoy et al. (2014) 197.8 
Adel et al. (2014) 187.1 
WFA-SampleApprox(⋅) (KT) 181.4 
WFA-SampleApprox(⋅) (UT) 177.0 
ModelTest perplexity
Katz 185.5 
WFA-SampleKatz(⋅) 189.3 
Arisoy et al. (2014) 197.8 
Adel et al. (2014) 187.1 
WFA-SampleApprox(⋅) (KT) 181.4 
WFA-SampleApprox(⋅) (UT) 177.0 
Close Modal

or Create an Account

Close Modal
Close Modal