1. Deep learning alone will never outperform natural language understanding

    Deep learning alone will never outperform natural language understanding

    Above: Language Learning Image Credit: Shutterstock Google, Microsoft, IBM, Apple, and 885 other players in the A.I. market have all been spinning their wheels in the wrong direction. Using brute force in machine learning and natural language processing ( NLP ) with advanced statistics, bots such as Siri, Echo, Viv, Hound, Skype and others fall off a cliff the moment they receive a command that is not an exact match for the engine. This is because NLP can only approximate meaning.

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      Discourse, Entailment, Machine Translation, NER, Parsing, Segmentation, Semantic, Sentiment, Summarization, WSD
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