Instead, smart weighting under the averaging model is usually sufficient.
2) would have computationally cost of O(n A n B d) -efficient for short word lists but not when lengths n approach or exceed d. one can follow in the footsteps of Torki (2018) and represent documents as covariance-like inner products A T A, which are of dimensionality d(d + 1)/2.