The input to our neural network consists of various domain-specific features that have been previously shown to work well for the task of checkworthiness prediction.
from (Hassan et al., 2015b), we adopt TF.IDF-weighted bag of words, part-of-speech tags, the presence of named entities, sentiment scores, and sentence length (in number of tokens).