Paper: Learning the hyperparameters to learn morphology

ACL ID W14-0504
Title Learning the hyperparameters to learn morphology
Venue Cognitive Aspects of Computational Language Learning
Session
Year 2014
Authors

We perform hyperparameter inference within a model of morphology learn- ing (Goldwater et al., 2011) and find that it affects model behaviour drastically. Changing the model structure successfully avoids the unsegmented solution, but re- sults in oversegmentation instead.