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Few Shot NLP Intent Classification

Comparing SetFit, FastFit, and Semantic Router to find the best NLP chatbot intent detection algorithm

Marie Stephen Leo
Towards AI
Published in
10 min readMay 13, 2024

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Image generated by Author using ChatGPT

In the pre-ChatGPT era, chatbot frameworks like Dialogflow and Rasa used intent detection to respond only to topics that the developers explicitly programmed, ensuring they would stick closely to their intended use and prevent prompt…

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