plain Siamese model, without any dialogue act information, has an MRR of 0.8 compared to 0.58 of the best performing generative model, i.e.
let h (1) and h (2) be the representations obtained from the first encoder and second encoder, respectively, then the probability of their association can be computed using the following expression.