Overview of the Ninth Dialog System Technology Challenge: DSTC9
Overview of the Ninth Dialog System Technology Challenge: DSTC9
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发表时间：
2020-11
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通讯作者：
Chulaka Gunasekara;Seokhwan Kim;L. F. D’Haro;Abhinav Rastogi;Yun-Nung Chen;Mihail Eric;Behnam Hedayatnia;Karthik Gopalakrishnan;Yang Liu;Chao-Wei Huang;Dilek Z. Hakkani-Tür;Jinchao Li;Qi Zhu;Lingxiao Luo;Lars Lidén;Kaili Huang;Shahin Shayandeh;Runze Liang;Baolin Peng;Zheng Zhang;Swadheen Shukla;Minlie Huang;Jianfeng Gao;Shikib Mehri;Yulan Feng;Carla Gordon;S. Alavi;D. Traum;M. Eskénazi;Ahmad Beirami;Eunjoon Cho;Paul A. Crook;Ankita De;A. Geramifard;Satwik Kottur;Seungwhan Moon;Shivani Poddar;R. Subba
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作者：
Chulaka Gunasekara;Seokhwan Kim;L. F. D’Haro;Abhinav Rastogi;Yun-Nung Chen;Mihail Eric;Behnam Hedayatnia;Karthik Gopalakrishnan;Yang Liu;Chao-Wei Huang;Dilek Z. Hakkani-Tür;Jinchao Li;Qi Zhu;Lingxiao Luo;Lars Lidén;Kaili Huang;Shahin Shayandeh;Runze Liang;Baolin Peng;Zheng Zhang;Swadheen Shukla;Minlie Huang;Jianfeng Gao;Shikib Mehri;Yulan Feng;Carla Gordon;S. Alavi;D. Traum;M. Eskénazi;Ahmad Beirami;Eunjoon Cho;Paul A. Crook;Ankita De;A. Geramifard;Satwik Kottur;Seungwhan Moon;Shivani Poddar;R. Subba
本文介绍了第九届对话系统技术挑战赛(DSTC-9)。这一版本的DSTC侧重于将端到端对话技术应用于对话系统中的四个不同的任务，即1.具有非结构化知识获取的面向任务的对话建模，2.多领域面向任务的对话，3.对话的交互评估，以及4.位置交互式多模式对话。本白皮书描述了任务定义、提供的数据集、基线和每个轨道的评估设置。我们还总结了提交的系统的结果，以突出任务最先进技术的总体趋势。
This paper introduces the Ninth Dialog System Technology Challenge (DSTC-9). This edition of the DSTC focuses on applying end-to-end dialog technologies for four distinct tasks in dialog systems, namely, 1. Task-oriented dialog Modeling with unstructured knowledge access, 2. Multi-domain task-oriented dialog, 3. Interactive evaluation of dialog, and 4. Situated interactive multi-modal dialog. This paper describes the task definition, provided datasets, baselines 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.