Overview of the Tenth Dialog System Technology Challenge: DSTC10

doi:10.1109/TASLP.2023.3293030

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	Overview of the Tenth Dialog System Technology Challenge: DSTC10
	Yoshino, Koichiro 1,2; Chen, Yun-Nung 3; Crook, Paul 4; Kottur, Satwik 4; Li, Jinchao 4; Hedayatnia, Behnam 5; Moon, Seungwhan 6; Fei, Zhengcong 7; Li, Zekang 8; Zhang, Jinchao 9; Feng, Yang 10; Zhou, Jie ; Kim, Seokhwan 5; Liu, Yang 11; Jin, Di 12; Papangelis, Alexandros 12; Gopalakrishnan, Karthik 5; Hakkani-Tur, Dilek 5; Damavandi, Babak 4; Geramifard, Alborz ; Hori, Chiori 13; Shah, Ankit 14,15; Zhang, Chen 16; Li, Haizhou 17,18; Sedoc, Joao 19; D'Haro, Luis F.20; Banchs, Rafael 21; Rudnicky, Alexander 15
	2024
发表期刊	IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING
ISSN	2329-9290
卷号	32 页码:765-778
摘要	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.
关键词	Task analysis Internet History Oral communication Measurement Context modeling Visualization Dialog systems natural language processing speech processing multimodal sensors
DOI	10.1109/TASLP.2023.3293030
收录类别	SCI
语种	英语
WOS研究方向	Acoustics ; Engineering
WOS类目	Acoustics ; Engineering, Electrical & Electronic
WOS记录号	WOS:001128161400005
出版者	IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
引用统计
文献类型	期刊论文
条目标识符	http://119.78.100.204/handle/2XEOYT63/38853
专题	中国科学院计算技术研究所
通讯作者	Yoshino, Koichiro
作者单位	1.RIKEN, Guardian Robot Project, R IH, 2-2-2 Hikaridai, Seika, Kyoto 6190288, Japan 2.Nara Inst Sci & Technol, Informat Sci, Ikoma 630101, Japan 3.Natl Taiwan Univ, Comp Sci & informat Engn, Taipei 10617, Taiwan 4.Meta Inc, Palo Alto, CA 95054 USA 5.Amazon Com Inc, Alexa AI, Sunnyvale, CA 94089 USA 6.Meta Seattle, Redmond, WA 98052 USA 7.Chinese Acad Sci, Inst Comp Technol, Beijing 100190, Peoples R China 8.Chinese Acad Sci, Key Lab Intelligent Informat Proc, Inst Comp Technol, Beijing 100190, Peoples R China 9.Tencent AI Lab Beijing, Beijing, Peoples R China 10.Kexueyuan South Rd Zhongguancun, Beijing 100190, Peoples R China 11.1120 Enterprise way, Sunnyvale, CA 94089 USA 12.Amazon Com Inc, Seattle, WA USA 13.Mitsubishi Elect Res Labs, Audio & Speech Grp, Cambridge, MA 02139 USA 14.Carnegie Mellon Univ, Dept Language & Informat Technol, Pittsburgh, PA USA 15.Carnegie Mellon Univ, Pittsburgh, PA USA 16.Natl Univ Singapore, Singapore, Singapore 17.Natl Univ Singapore, Dept Elect & Comp Engn, Singapore, Singapore 18.Chinese Univ Hong Kong, Shenzhen Res Inst Big Data, Sch Data Sci, Shenzhen 518172, Peoples R China 19.NYU, New York, NY USA 20.Univ Politecn Madrid, ETSI Telecomunicac Speech Technol & Machine Learn, Madrid 28040, Spain 21.Nanyang Technol Univ, Nanyang, Singapore
推荐引用方式 GB/T 7714	Yoshino, Koichiro,Chen, Yun-Nung,Crook, Paul,et al. Overview of the Tenth Dialog System Technology Challenge: DSTC10[J]. IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING,2024,32:765-778.
APA	Yoshino, Koichiro.,Chen, Yun-Nung.,Crook, Paul.,Kottur, Satwik.,Li, Jinchao.,...&Rudnicky, Alexander.(2024).Overview of the Tenth Dialog System Technology Challenge: DSTC10.IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING,32,765-778.
MLA	Yoshino, Koichiro,et al."Overview of the Tenth Dialog System Technology Challenge: DSTC10".IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING 32(2024):765-778.