Our core idea that decomposing the semantic capsules by projecting on hyperplanes is a necessary complement to capsule network to tackle the polysemy problem in various natural language processing tasks.
existing capsule networks for natural language processing cannot model the polysemic words or phrases which contain multiple senses.