Automatic Fact-Checking Using Context and Discourse Information
Table 6. Evaluation results averaged over nine fact-checking organizations. The improvements over singleton are in bold.
['[BOLD] Model', '[BOLD] MAP', '[BOLD] R-Pr', '[BOLD] P@5', '[BOLD] P@10', '[BOLD] P@20', '[BOLD] P@50']
Again, we can see that multi-task learning yields sizable improvement over the single-task learning baseline for all evaluation measures. Another conclusion that can be drawn is that including the task any does not help to improve the multi-task model. This is probably due to the fact that this information is already contained in the multi-task model with nine distinct sources only.