Automatically Acquired Training Data Table 5 shows the performance of the classifiers (using our full feature set) when they are trained with automatically acquired training instances.
we explore an additional approach where instead of judging the sentiment of the words in the simile, we analyze the words in the tweet surrounding the simile.