Atin Sood

Benchmarking Commercial Intent Detection Services with Practice-Driven Evaluations

Intent detection is a key component of modern goal-oriented dialog systems that accomplish a user task by predicting the intent of users’ text input. There are three primary challenges in designing robust and accurate intent detection models. First, typical intent detection models require a large am…