Building a Chatbot for Supporting the Admission of Universities

Abstract

The admission process of universities in Vietnam is a labor-expensive task due to the involvement of humans. This paper introduces an intelligent system (a chatbot) that can support the admission process by automatically answering questions. Different from prior work that usually builds the bot from scratch, we develop the bot by using the Rasa platform. To do that, we investigate different combinations of components of natural language understanding to find the best pipeline. We also create and release a dataset in the admission domain to train the bot. Experimental results show that the pipeline using DIET with features from pre-trained language models is competitive. The introduction video of the system is also available.11https://youtu.be/gw7wvlADxnE