TY - GEN
T1 - Development and deployment of a large-scale dialog-based intelligent tutoring system
AU - Afzal, Shazia
AU - Dhamecha, Tejas Indulal
AU - Mukhi, Nirmal
AU - Sindhgatta, Renuka
AU - Marvaniya, Smit
AU - Ventura, Matthew
AU - Yarbro, Jessica
N1 - Publisher Copyright:
© 2019 Association for Computational Linguistics.
PY - 2019
Y1 - 2019
N2 - There are significant challenges involved in the design and implementation of a dialogbased tutoring system (DBT) ranging from domain engineering to natural language classification and eventually instantiating an adaptive, personalized dialog strategy. These issues are magnified when implementing such a system at scale and across domains. In this paper, we describe and reflect on the design, methods, decisions and assessments that led to the successful deployment of our AI driven DBT currently being used by several hundreds of college level students for practice and selfregulated study in diverse subjects like Sociology, Communications, and American Government.
AB - There are significant challenges involved in the design and implementation of a dialogbased tutoring system (DBT) ranging from domain engineering to natural language classification and eventually instantiating an adaptive, personalized dialog strategy. These issues are magnified when implementing such a system at scale and across domains. In this paper, we describe and reflect on the design, methods, decisions and assessments that led to the successful deployment of our AI driven DBT currently being used by several hundreds of college level students for practice and selfregulated study in diverse subjects like Sociology, Communications, and American Government.
UR - https://www.scopus.com/pages/publications/85077853629
M3 - Conference contribution
AN - SCOPUS:85077853629
T3 - NAACL HLT 2019 - 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies - Proceedings of the Conference
SP - 114
EP - 121
BT - Industry Papers
PB - Association for Computational Linguistics (ACL)
T2 - 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL HLT 2019
Y2 - 2 June 2019 through 7 June 2019
ER -