Applying Item Response Theory to Task-oriented Dialogue Systems for Accurately Determining User's Task Success Ability

Ryu Hirai, Ao Guo, Ryuichiro Higashinaka. Applying Item Response Theory to Task-oriented Dialogue Systems for Accurately Determining User's Task Success Ability. In David Schlangen, Svetlana Stoyanchev, Shafiq Joty, Ondrej Dusek, Casey Kennington, Malihe Alikhani, editors, Proceedings of the 24th Meeting of the Special Interest Group on Discourse and Dialogue, SIGDIAL 2023, Prague, Czechia, September 11 - 15, 2023. pages 421-427, Association for Computational Linguistics, 2023. [doi]

Abstract

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