https://scholars.lib.ntu.edu.tw/handle/123456789/630056
標題: | Multi-modal User Intent Classification Under the Scenario of Smart Factory (Student Abstract) | 作者: | Chiu, Yu-Ching Chang, Bo-Hao Chen, Tzu-Yu Yang, Cheng-Fu NANYI BI Tsai, Richard Tzong-Han HUNG-YI LEE YUNG-JEN HSU |
關鍵字: | Dialog System, Multi-modal, User Intent Classification, Human-agent Interaction | 公開日期: | 18-五月-2021 | 出版社: | Association for the Advancement of Artificial Intelligence | 卷: | 35 | 期: | 18 | 起(迄)頁: | 15771-15772 | 來源出版物: | Proceedings of the AAAI Conference on Artificial Intelligence | 摘要: | Question-answering systems are becoming increasingly popular in Natural Language Processing, especially when applied in smart factory settings. A common practice in designing those systems is through intent classification. However, in a multiple-stage task commonly seen in those settings, relying solely on intent classification may lead to erroneous answers, as questions rising from different work stages may share the same intent but have different contexts and therefore require different answers. To address this problem, we designed an interactive dialogue system that utilizes contextual information to assist intent classification in a multiple-stage task. Specifically, our system incorporates user’s utterances with real-time video feed to better situate users’ questions and analyze their intent. |
URI: | https://www.scopus.com/inward/record.uri?eid=2-s2.0-85130091117&partnerID=40&md5=21a08b092d5a5efd8c1cab0be1fbe9a8 | ISSN: | 2374-3468 2159-5399 |
DOI: | 10.1609/aaai.v35i18.17882 |
顯示於: | 資訊管理學系 |
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