Prompting and evaluating large language models for proactive dialogues: Clarification, target-guided, and non-collaboration

Conversational systems based on Large Language Models (LLMs), such as ChatGPT, show exceptional proficiency in context understanding and response generation. However, they still possess limitations, such as failing to ask clarifying questions to ambiguous queries or refuse users’ unreasonable reques...

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Main Authors: DENG, Yang, LIAO, Lizi, CHEN, Liang, WANG, Hongru, LEI, Wenqiang, CHUA, Tat-Seng
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2023
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Online Access:https://ink.library.smu.edu.sg/sis_research/8583
https://ink.library.smu.edu.sg/context/sis_research/article/9586/viewcontent/2023.findings_emnlp.711.pdf
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Institution: Singapore Management University
Language: English