Intent Detection

Intent detection is the task of determining the purpose or goal behind a user's search query given the context. This task plays a crucial role in search engines and recommendation systems. Traditional intent detection methods achieve this by classifying user queries into predefined intent categories. However, identifying user intent in cold start sessions poses a significant challenge for this task, especially for users who are not logged in or recognized.