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Designing a Support Chatbot NLP Pipeline

RakutenHardSystem Design00:00
Rakuten
Your interviewer · NLP Engineer
In session
Interviewer

Welcome to your interview for the NLP Engineer role at Rakuten.

The question is on your right: Designing a Support Chatbot NLP Pipeline. Take a moment with it first.

Talk your thinking through with me if you like - when you're confident, submit your answer and I'll grade it like a real screen. You have three graded attempts to score 7/10 or better.

Only Submit answer is graded - discussion is free practice.

Problem

How would you design an NLP pipeline for a customer support chatbot at Rakuten?