首页|A Comprehensive Overview of CFN From a Commonsense Perspective
A Comprehensive Overview of CFN From a Commonsense Perspective
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NSTL
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Chinese FrameNet(CFN)is a scenario commonsense knowledge base(CKB)that plays an important role in research on Chinese language understanding.It is based on the theory of frame semantics and English FrameNet(FN).The CFN knowledge base contains a wealth of scenario commonsense knowledge,including frames,frame elements,and frame relations,as well as annotated in-stances with rich scenario-related labels on Chinese sentences and discourses.In this paper,we conduct a comprehensive overview of CFN from a commonsense perspective,covering topics such as scenario commonsense representation,CFN resources,and its applica-tions.We also summarize recent breakthroughs and identify future research directions.First,we introduce the concept of scenario com-monsense,including its definitions,examples,and representation methods,with a focus on the relationship between scenario common-sense and the frame concept in CFN.In addition,we provide a comprehensive overview of CFN resources and their applications,high-lighting the newly proposed frame-based discourse representation and a human-machine collaboration framework for expanding the CFN corpus.Furthermore,we explore emerging topics such as expanding the CFN resource,improving the interpretability of machine reading comprehension,and using scenario CKBs for text generation.
Chinese FrameNet(CFN)commonsensescenario commonsenseframeknowledge
Key Laboratory of Computational Intelligence and Chinese Information Processing of Ministry of Education,School of Computer and Information Technology,Shanxi University,Taiyuan 030006,China
National Natural Science Foundation of ChinaNational Natural Science Foundation of ChinaNational Natural Science Foundation of China
NETL
NSTL
万方数据
