DC-Instruct : an effective framework for generative multi-intent spoken language understanding

• المؤلفون الرئيسيون: XING, Bowen, LIAO, Lizi, HUANG, Minlie
• التنسيق: text
• اللغة: English
• منشور في: Institutional Knowledge at Singapore Management University 2024
• الموضوعات: Natural language processing; Generative framework; Labels generator; Artificial Intelligence and Robotics; Computer Sciences
• الوصول للمادة أونلاين: https://ink.library.smu.edu.sg/sis_research/9691; https://ink.library.smu.edu.sg/context/sis_research/article/10691/viewcontent/2024.emnlp_main.804.pdf
• المؤسسة: Singapore Management University

In the realm of multi-intent spoken language understanding, recent advancements have leveraged the potential of prompt learning frameworks. However, critical gaps exist in these frameworks: the lack of explicit modeling of dual-task dependencies and the oversight of task-specific semantic difference...