Overview of the Tenth Dialog System Technology Challenge: DSTC10
Published in IEEE/ACM Transactions on Audio, Speech, and Language Processing, 2024
This paper provides a comprehensive overview of the Tenth Dialog System Technology Challenge (DSTC10). The challenge featured five tracks covering various aspects of dialog systems including knowledge-grounded dialog, audio-visual scene-aware dialog, and task-oriented dialog. We describe the task definitions, datasets, evaluation metrics, and summarize the approaches and results from participating teams.
Recommended citation: @article{yoshino2024overview, title={Overview of the Tenth Dialog System Technology Challenge: DSTC10}, author={Yoshino, Koichiro and Chen, Yun-Nung and Crook, Paul and Kottur, Satwik and Li, Jinchao and Hedayatnia, Behnam and Moon, Seungwhan and Fei, Zhengcong and Li, Zekang and Zhang, Jinchao and others}, journal={IEEE/ACM Transactions on Audio, Speech, and Language Processing}, volume={32}, pages={765--778}, year={2024}, publisher={IEEE} }
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