Abstract
This paper covers the historical backdrop of natural language processing, including both voice and text. It contains an outline of wide approaches to separating the member's significance through human-language sources of info and executing significant exercises in view of that examination that have been and are presently being utilised. The subject incorporates models from a wide scope of uses, like portable individual colleagues, interactive voice response (IVR) applications, and question addressing. However, in this paper, we also highlight implementation challenges and limitations involved in the deployment on the current NLP-based applications.
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