Are only unigram keywords considered in the event clustering algorithm ?

We have setup the code provided in this repo. We were experimenting with both unigram keywords and bigram keywords but we were not able to observe any bigram keywords in the output of the event clustering pipeline. Does this indicate that bigram keywords are not considered in event clustering algorithm?