Turkish PoS Tagging by Reducing Sparsity with Morpheme Tags in Small Datasets
Table 3: Results of morpheme tagging on manually collected newspaper archives.
['Train set size', 'Test set size', 'Number of tags', 'F1 Score']
We also tested our model on the manually collected newspaper archives, which is much larger than Metu-Sabancı Turkish Treebank. We obtained an F1 score of 93.7% on a 5K train set and 700K test set. This shows that the performance of our model does not drop significantly for larger test sets.