This biases the distribution of the training set to having a much larger set of more similar pairs, which has been a problem for previous work (Boltuzic andŠnajder, 2014), where the vast majority of pairs that were labelled were unrelated.
the AFS task is clearly different than STS, partly because the data is dialogic and partly because it is argumentative.