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Jul 3, 2019 at 17:34 vote accept R. S.
Jul 3, 2019 at 13:26 comment added user21043 Non-DL approaches wouldn't use vector spaces as their primary data structure. For example, they might dump discourse relations into a knowledge graph, where the discourse tag was the tag on the edge. Going full circle, they might have a DL model then subsume the knowledge graph, etc.
Jul 3, 2019 at 10:25 comment added Adam Bittlingmayer Thanks. So how would a non-deep-learning (presumably rules-based) approach deal with the high dimensionality? (It seems like it must be even higher than at the phrase-level.)
Jul 2, 2019 at 23:34 history answered user21043 CC BY-SA 4.0