Scatterplot of KN/PYP language model results
Read OriginalThe article analyzes a scatterplot of language model perplexity results from Yee Whye Teh's research, comparing Interpolated Kneser-Ney (IKN), Modified Kneser-Ney (MKN), Hierarchical Dirichlet (HDLM), and Hierarchical Pitman-Yor (HPYLM) models. It discusses the theoretical similarity between KN and HPYLM models, notes the superior performance of MKN and HPYLM over IKN, and explains why HDLM performs worse, especially with longer contexts.
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