Instead, we employ an exponential decay strategy where we update the current mixture distribution by linearly interpolating it with the posterior topic distribution given the current word.
as motivated in section 5.2, allowing for contextdependent interpolation weights based on topic labels may yield significant improvement for both perplexity and WER.