The Paradigm Discovery Problem
Table 7: Benchmark variations demonstrating the effects of various factors, averaged over 4 runs.
['Paradigms', 'Paradigms', '[BOLD] PDP F_{\\mathrm{cell}}', '[BOLD] PDP F_{\\mathrm{par}}', '[BOLD] PDP F_{\\mathrm{grid}}', '[BOLD] PCFP An', '[BOLD] PCFP LE']
We consider augmenting and shrinking the corpus. We also reset the FastText hyperparameters used to achieve a morphosyntactic inductive bias to their default values (no affix/window bias) and consider two constant exponent penalty weights (\omega(x_{f},c)=1 and \omega(x_{f},c)=0) Finally, we consider selecting random sources for PCFP reinflection instead of identifying reliable sources. For all variants, the number of cells is fixed to the ground truth.