Intermediate · NLP

Intent Recognition

Visual diagram · (in preparation) · Math · (in preparation) · Worked example · 3 difficulty levels.

TL;DR. Identifying the underlying purpose or goal of a user's natural language input.

Technical Definition

Identifying the underlying purpose or goal of a user's natural language input.

How it works

Intent recognition is a key component of conversational AI and chatbots. It analyzes a user's utterance to determine what they are trying to achieve, such as 'book a flight' or 'check account balance'. Accurate intent recognition allows AI systems to provide relevant responses and actions, improving user experience.

Related Concepts

• Chatbot — A computer program designed to simulate conversation with human users, typically via text or voice.