第九对话框系统技术挑战的概述：DSTC9

论文标题

第九对话框系统技术挑战的概述：DSTC9

Overview of the Ninth Dialog System Technology Challenge: DSTC9

论文作者

Gunasekara, Chulaka, Kim, Seokhwan, D'Haro, Luis Fernando, Rastogi, Abhinav, Chen, Yun-Nung, Eric, Mihail, Hedayatnia, Behnam, Gopalakrishnan, Karthik, Liu, Yang, Huang, Chao-Wei, Hakkani-Tür, Dilek, Li, Jinchao, Zhu, Qi, Luo, Lingxiao, Liden, Lars, Huang, Kaili, Shayandeh, Shahin, Liang, Runze, Peng, Baolin, Zhang, Zheng, Shukla, Swadheen, Huang, Minlie, Gao, Jianfeng, Mehri, Shikib, Feng, Yulan, Gordon, Carla, Alavi, Seyed Hossein, Traum, David, Eskenazi, Maxine, Beirami, Ahmad, Eunjoon, Cho, Crook, Paul A., De, Ankita, Geramifard, Alborz, Kottur, Satwik, Moon, Seungwhan, Poddar, Shivani, Subba, Rajen

论文摘要

本文介绍了第九对话系统技术挑战（DSTC-9）。该版本的DSTC重点是将端到端的对话框技术应用于对话系统中的四个不同任务，即1。面向任务的对话框建模，具有非结构化的知识访问，2。多域任务为导向的对话框，3。交互式对话框的交互式评估对话框和4。本文介绍了每个轨道的数据集，基准和评估设置的任务定义。我们还总结了提交的系统的结果，以突出任务最新技术的总体趋势。

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.

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