Automatic Fact-Checking Using Context and Discourse Information
Table 11. Baseline vs. our pilot SVM, predicting one of three classes of the questions (factual vs. opinion vs. just socializing).
['[BOLD] System', '[BOLD] Accuracy']
3.5.1. We can see a 10-point absolute improvement over the baseline, which means the task is feasible. This also leaves plenty of space for further improvement, which is beyond the scope of this work. Instead, below we focus on the more interesting task of checking the factuality of Good answers to Factual questions.