Distributional Semantic Hidden Markov Models

This page contains details of the parameter settings and other experimental procedure for producing the results in the ACL 2013 paper, Probabilistic Domain Modelling With Contextualized Distributional Semantic Vectors.

Folds by topic cluster ID

Hyperparameter settings

Semantic modelTest on fold 1Test on fold 2
HMM BaselineSettingsSettings
DSHMM w/ SIMPLESettingsSettings
DSHMM w/ M&L+SettingsSettings
DSHMM w/ M&L*SettingsSettings
DSHMM w/ E&PSettingsSettings

Legend

All of the above files (.zip).