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The Eighth Dialog System Technology Challenge

Authors :
Kim, Seokhwan
Galley, Michel
Gunasekara, Chulaka
Lee, Sungjin
Atkinson, Adam
Peng, Baolin
Schulz, Hannes
Gao, Jianfeng
Li, Jinchao
Adada, Mahmoud
Huang, Minlie
Lastras, Luis
Kummerfeld, Jonathan K.
Lasecki, Walter S.
Hori, Chiori
Cherian, Anoop
Marks, Tim K.
Rastogi, Abhinav
Zang, Xiaoxue
Sunkara, Srinivas
Gupta, Raghav
Publication Year :
2019

Abstract

This paper introduces the Eighth Dialog System Technology Challenge. In line with recent challenges, the eighth edition focuses on applying end-to-end dialog technologies in a pragmatic way for multi-domain task-completion, noetic response selection, audio visual scene-aware dialog, and schema-guided dialog state tracking tasks. This paper describes the task definition, provided datasets, and evaluation set-up for each track. We also summarize the results of the submitted systems to highlight the overall trends of the state-of-the-art technologies for the tasks.<br />Comment: Submitted to NeurIPS 2019 3rd Conversational AI Workshop

Details

Database :
arXiv
Publication Type :
Report
Accession number :
edsarx.1911.06394
Document Type :
Working Paper