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Statistical language models using n-gram approach have been under the criticism of neglecting large-span syntactic-semantic in- formation that influences the choice of the next word in a language. One of …...

AbstractWhile a lot of analysis has been carried to demonstrate linguistic knowledge captured by the representations learned within deep NLP models, very little attention has been paid towards individual neurons. …...