Fishing for Clickbaits in Social Images and Texts with Linguistically-Infused Neural Network Models
Table 1: Sizes and ratios of clickbait to non-clickbait posts of the datasets provided.
['Dataset', '# posts', '# Clickbait: # Not']
We will refer to the two labelled datasets by their approximate size, using "2k labelled" to reference the smaller labelled dataset (’clickbait16-train-170331’) and "20k labelled" for the larger labelled dataset (’clickbait17-train-170630). As there is only one unlabelled dataset (’clickbait17-unlabeled-170429’), we simply refer to it as the unlabelled data. Clickbait posts are those with a score of 0.5 or greater and non-clickbait posts are those with a score below 0.5.