Learning to ask clarification questions with spatial reasoning

• Main Authors: DENG, Yang, LI, Shuaiyi, LAM, Wai
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2023
• Subjects: Asking clarification question; Conversational systems; Effective resolutions; Key elements; Natural language questions; Novel methods; Relational graph; Spatial informations; Spatial reasoning; Uncertainty; Databases and Information Systems; Information Security
• Online Access: https://ink.library.smu.edu.sg/sis_research/9106; https://ink.library.smu.edu.sg/context/sis_research/article/10109/viewcontent/Learning_to_ask.pdf
• Institution: Singapore Management University

Asking clarifying questions has become a key element of various conversational systems, allowing for an effective resolution of ambiguity and uncertainty through natural language questions. Despite the extensive applications of spatial information grounded dialogues, it remains an understudied area...