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Understanding the terms NLP, NLU, NLG and how Chatbot Works?
- Natural Language Processing (NLP): Natural Language Processing is a blanket term used to describe a machine's ability to ingest what is said to it, break it down, comprehend its meaning, determine appropriate action, and respond back in language the user will understand.
- Natural Language Understanding (NLU): Natural Language Understanding is a subset of NLP that deals with the much narrower, but equally important facet of how to best handle unstructured inputs and convert them into a structured form that a machine can understand and act upon. While humans are able to effortlessly handle mispronunciations, swapped words, contractions, colloquialisms, and other quirks, machines are less adept at handling unpredictable inputs.
- Natural Language Generation (NLG): Natural Language Generation simply put is what happens when computers write language. NLG processes turn structured data into text.
