第九届对话系统技术挑战赛概述：DSTC9
计算与语言
2020-11-13 v1
摘要
本文介绍了第九届对话系统技术挑战赛（Ninth Dialog System Technology Challenge, DSTC-9）。本届 DSTC 聚焦于将端到端对话技术应用于对话系统中的四项不同任务，即：1. 基于非结构化知识访问的任务型对话建模，2. 多领域任务型对话，3. 对话的交互式评估，以及 4. 情境化交互式多模态对话。本文描述了各赛道的任务定义、所提供的数据集、基线以及评估设置。我们还总结了提交系统的结果，以凸显这些任务中前沿技术的整体趋势。
引用
@article{arxiv.2011.06486,
title = {Overview of the Ninth Dialog System Technology Challenge: DSTC9},
author = {Chulaka Gunasekara and Seokhwan Kim and Luis Fernando D'Haro and Abhinav Rastogi and Yun-Nung Chen and Mihail Eric and Behnam Hedayatnia and Karthik Gopalakrishnan and Yang Liu and Chao-Wei Huang and Dilek Hakkani-Tür and Jinchao Li and Qi Zhu and Lingxiao Luo and Lars Liden and Kaili Huang and Shahin Shayandeh and Runze Liang and Baolin Peng and Zheng Zhang and Swadheen Shukla and Minlie Huang and Jianfeng Gao and Shikib Mehri and Yulan Feng and Carla Gordon and Seyed Hossein Alavi and David Traum and Maxine Eskenazi and Ahmad Beirami and Eunjoon and Cho and Paul A. Crook and Ankita De and Alborz Geramifard and Satwik Kottur and Seungwhan Moon and Shivani Poddar and Rajen Subba},
journal= {arXiv preprint arXiv:2011.06486},
year = {2020}
}