Deep Learning May Not Be The Silver Bullet for All NLP Tasks Just Yet

Why You Should Still Learn Heuristics and Rule-Based Methods

Deep Learning; The solution to the problems of mankind. Over the past few years, Deep Learning has advanced humanity in novel ways. One of these beneficiaries is the entire field of Natural Language Processing (NLP). … Despite the monstrous success of Deep Learning, it’s still not yet the silver bullet for every NLP task. Therefore, practitioners shouldn’t rush to build the biggest RNN or transformer when faced with a problem in NLP. Read More

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