Overview of the tenth dialog system technology challenge: DSTC10

• Main Authors: Yoshino, Koichiro, Chen, Yun-Nung, Crook, Paul, Kottur, Satwik, Li, Jinchao, Hedayatnia, Behnam, Moon, Seungwhan, Fei, Zhengcong, Li, Zekang, Zhang, Jinchao, Feng, Yang, Zhou, Jie, Kim, Seokhwan, Liu, Yang, Jin, Di, Papangelis, Alexandros, Gopalakrishnan, Karthik, Hakkani-Tur, Dilek, Damavandi, Babak, Geramifard, Alborz, Hori, Chiori, Shah, Ankit, Zhang, Chen, Li, Haizhou, Sedoc, Joao, D'haro, Luis F., Banchs, Rafael E., Rudnicky, Alexander
• 其他作者: School of Computer Science and Engineering
• 格式: Article
• 語言: English
• 出版: 2024
• 主題: Computer and Information Science; Dialog systems; Natural language processing
• 在線閱讀: https://hdl.handle.net/10356/174339

This article introduces the Tenth Dialog System Technology Challenge (DSTC-10). This edition of the DSTC focuses on applying end-to-end dialog technologies for five distinct tasks in dialog systems, namely 1. Incorporation of Meme images into open domain dialogs, 2. Knowledge-grounded Task-oriented Dialogue Modeling on Spoken Conversations, 3. Situated Interactive Multimodal dialogs, 4. Reasoning for Audio Visual Scene-Aware Dialog, and 5. Automatic Evaluation and Moderation of Open-domainDialogue Systems. This article describes the task definition, provided datasets, baselines, and evaluation setup for each track. We also summarize the results of the submitted systems to highlight the general trends of the state-of-the-art technologies for the tasks.