A survey of ontology expansion for conversational understanding

A survey of ontology expansion for conversational understanding

In the rapidly evolving field of conversational AI, Ontology Expansion (OnExp) is crucial for enhancing the adaptability and robustness of conversational agents. Traditional models rely on static, predefined ontologies, limiting their ability to handle new and unforeseen user needs. This survey pape...

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Bibliographic Details
Main Authors: LIANG, Jinggui, WU, Yuxia, FANG, Yuan, FEI, Hao, LIAO, Lizi
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2024
Subjects:
Conversational agents
Conversational understanding
Ontology expansion
Large Language Models
LLMs
Artificial Intelligence and Robotics
Computer Sciences
Online Access:https://ink.library.smu.edu.sg/sis_research/9620
https://ink.library.smu.edu.sg/context/sis_research/article/10620/viewcontent/EMNLP24_SurveyOnExp__1_.pdf
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Institution: Singapore Management University
Language: English

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https://ink.library.smu.edu.sg/sis_research/9620
https://ink.library.smu.edu.sg/context/sis_research/article/10620/viewcontent/EMNLP24_SurveyOnExp__1_.pdf

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