Temporal Event Knowledge Acquisition via Identifying Narratives
Table 6: Results on MCNC task
['Method', 'Acc.(%)']
Each event chain consists of a sequence of verbs sharing an actor within a news article. Pichotta and Mooney Wang et al. It is encouraging that by using event knowledge extracted from automatically identified narratives, we achieved the best event prediction performance, which is 2.2% higher than the best neural network model.