Here STS asym (x, y) is an inherently asymmetric score.
we obtain the symmetric sentence similarity STS max (x, y) by averaging the two similarities STS asym (x, y) and STS asym (y, x) as follows: Average alignment and maximum alignment can be considered as sentence similarity measures based on many-to-many word alignments and many-to-one word alignments, respectively.