1 Introduction
Table 6: Weighted F1-scores with confidence threshold for LM adaptation on the development set.
['[BOLD] Conf. threshold 0.00 - 0.01', '[BOLD] macro F1-score 0.900', '[BOLD] Conf. threshold 0.10', '[BOLD] macro F1-score 0.898']
We experimented with setting a confidence threshold for the inclusion of new data into the language models. The results show, that there is no confidence score that could be used for thresholding, at least not with the development partition of GDI 2017.