This paper reports on progress towards building an online language learning tool to provide learners with conversational experience by using dialog systems as conversation practice partners. Our system can adapt to users' language proficiency on the fly. We also provide automatic grammar error feedback to help users learn from their mistakes. According to our first adopters, our system is entertaining and useful. Furthermore, we will provide the learning technology community a large-scale conversation dataset on language learning and grammar correction. Our next step is to make our system more adaptive to user profile information by using reinforcement learning algorithms.
@article{arxiv.2208.00376,
title = {Using Chatbots to Teach Languages},
author = {Yu Li and Chun-Yen Chen and Dian Yu and Sam Davidson and Ryan Hou and Xun Yuan and Yinghua Tan and Derek Pham and Zhou Yu},
journal= {arXiv preprint arXiv:2208.00376},
year = {2022}
}