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Is Neuro-Symbolic AI Meeting its Promise in Natural Language Processing? A Structured Review. (arXiv:2202.12205v1 [cs.AI])
cs.LG updates on arXiv.org arxiv.org
Advocates for Neuro-Symbolic AI (NeSy) assert that combining deep learning
with symbolic reasoning will lead to stronger AI than either paradigm on its
own. As successful as deep learning has been, it is generally accepted that
even our best deep learning systems are not very good at abstract reasoning.
And since reasoning is inextricably linked to language, it makes intuitive
sense that Natural Language Processing (NLP), would be a particularly
well-suited candidate for NeSy. We conduct a structured review of …
ai arxiv language natural natural language natural language processing neuro processing review symbolic ai