We claim that this metric is mathematically equivalent to the dot-product of two L 1normalized sentence-ID word-vectors, multiplied by 2.
if we use the combination of sentence-ID features and L 1 -normalization to create our word vectors, then for any w s and w t : To demonstrate this claim, let us look at the dotproduct of w s and w t : where i is the index of an aligned sentence.