We run a new set of experiments in which the reservoir size is held fixed at 1000 and the size of the initialization sample is varied.
we vary the size of the initialization sample, in documents, between zero (corresponding to no Gibbs initialization), 30, 100, and 300, and also perform a run of batch Gibbs sampling (with no particle filter).