2. Tweet-B (2278 tweets, 506 sarcastic): This dataset was manually labeled for<cite> Riloff et al. (2013</cite> To extract the implicit incongruity features, we run the iterative algorithm described in Section 4.2, on a dataset of 4000 tweets (50% sarcastic) (also created using hashtag-based supervision).