Unsupervised Disambiguation of Syncretism in Inflected Lexicons
Table 2: Results for the best performing neural network (hyperparameters selected on dev) and the three baselines under both performance metrics. Best are bolded.
['lang', 'neural net perp', 'neural net KL', 'free perp', 'free KL', 'linear perp', 'linear KL', 'uniform perp', 'uniform KL']
We find that the neural model slightly outperforms the other baselines on languages except for German. The linear model is quite competitive as well.