Instead of computing coupling coefficients between primary capsules and category capsules during routing process, we design a capsule-guided routing mechanism, which leverages prior knowledge about the sentiment categories to guide the routing process effectively and efficiently.
we use a set of sentiment capsules to store prior knowledge about the sentiment categories.