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The Evolution of Neural Methods in Computational Linguistics
In 2017 or so is when we started seeing the neural methods really exploding in computational linguistics slash NLP. So you still have linguistic knowledge coming in, but it's coming in via people applying some annotation schema. They are showing you what the parse trees should be for syntactic parsing and other things.