Few Shot NLP Intent Classification | by Marie Stephen Leo | May, 2024

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Summary

● In the pre-ChatGPT era, chatbot frameworks used intent detection to respond to topics programmed by developers.
● SetFit, FastFit, and Semantic Router are compared for NLP chatbot intent detection algorithm.
● ChatGPT has changed the approach towards chatbot development by generating responses based on the content provided.
● The comparison aims to find the best algorithm for intent detection in chatbots.
● This comparison evaluates the ability of each algorithm to accurately identify user intents in chatbot conversations.

Author: Marie Stephen Leo
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