Bootstrapping Techniques for Polysynthetic Morphological Analysis
Figure 8: All-or-nothing accuracy and coverage of the three morphological analyzer models
['[EMPTY]', 'Acc', 'Cov', 'Precision']
All of the neural models outperform the FST in terms of accuracy and coverage However, the FST is more precise, and this may be useful in certain application contexts. The best model is Base+halluc+resample, which improves on the FST by 10.3 percentage points.