Overview of the Tenth Dialog System Technology Challenge: DSTC10
文献类型：期刊论文
| 作者 | Yoshino, Koichiro20,21; Chen, Yun-Nung19; Crook, Paul18; Kottur, Satwik18; Li, Jinchao18; Hedayatnia, Behnam17; Moon, Seungwhan16; Fei, Zhengcong15; Li, Zekang14; Zhang, Jinchao13 |
| 刊名 | IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING
 |
| 出版日期 | 2024 |
| 卷号 | 32页码:765-778 |
| 关键词 | Task analysis Internet History Oral communication Measurement Context modeling Visualization Dialog systems natural language processing speech processing multimodal sensors |
| ISSN号 | 2329-9290 |
| DOI | 10.1109/TASLP.2023.3293030 |
| 英文摘要 | 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. |
| WOS研究方向 | Acoustics ; Engineering |
| 语种 | 英语 |
| WOS记录号 | WOS:001128161400005 |
| 出版者 | IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC |
| 源URL | [http://119.78.100.204/handle/2XEOYT63/38852]  |
| 专题 | 中国科学院计算技术研究所期刊论文_英文 |
| 通讯作者 | Yoshino, Koichiro |
| 作者单位 | 1.Nanyang Technol Univ, Nanyang, Singapore 2.Univ Politecn Madrid, ETSI Telecomunicac Speech Technol & Machine Learn, Madrid 28040, Spain 3.NYU, New York, NY USA 4.Chinese Univ Hong Kong, Shenzhen Res Inst Big Data, Sch Data Sci, Shenzhen 518172, Peoples R China 5.Natl Univ Singapore, Dept Elect & Comp Engn, Singapore, Singapore 6.Natl Univ Singapore, Singapore, Singapore 7.Carnegie Mellon Univ, Pittsburgh, PA USA 8.Carnegie Mellon Univ, Dept Language & Informat Technol, Pittsburgh, PA USA 9.Mitsubishi Elect Res Labs, Audio & Speech Grp, Cambridge, MA 02139 USA 10.Amazon Com Inc, Seattle, WA USA |
| 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. |
入库方式： OAI收割
来源：计算技术研究所
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