TweeTime: A Minimally Supervised Method for Recognizing and Normalizing Time Expressions in Twitter
Table 6: Performance comparison of TweeTIME against state-of-the-art temporal taggers. TweeTIME+SU uses our proposed approach to system combination, re-scoring output from SUTime using extracted features and learned parameters from TweeTIME.
['[EMPTY]', '[BOLD] System', '[BOLD] Prec.', '[BOLD] Recall', '[BOLD] F-value']
We see that TweeTIME outperforms SUTime, Tempex, HeidelTime (using its COLLOQUIAL mode, which is designed for SMS text) and UWTime.