Learning the hyperparameters to learn morphology

Stella Frank · 2014

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. 1

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