(2017) project the utterances and intent labels to a same semantic space and then compute the similarities between utterances and intent labels (Chen et al., 2016;Kumar et al., 2017).
for example, the word "book" has different meanings in the two utterances: "Book a restaurant in Michigan for 4 people" and "Give 4 out of 6 points to this book".