Due to trimming of triplets with small probabilities after each iteration, the version based on 10 iterations was slightly smaller, having 164 million triplets but also performed slightly worse.
in future work, we plan to extend the discriminative word lexicon model in two directions: extending context to the document level and feature engineering.