A Comprehensive Overview of CFN From a Commonsense Perspective

doi:10.1007/s11633-023-1450-8

CORC > 自动化研究所 > 中国科学院自动化研究所 > 学术期刊 > International Journal of Automation and Computing

	A Comprehensive Overview of CFN From a Commonsense Perspective
	Ru Li; Yunxiao Zhao; Zhiqiang Wang; Xuefeng Su; Shaoru Guo; Yong Guan; Xiaoqi Han; Hongyan Zhao
刊名	Machine Intelligence Research
	2024
卷号	21 期号:2 页码:239-256
关键词	Chinese FrameNet (CFN), commonsense, scenario commonsense, frame, knowledge
ISSN号	2731-538X
DOI	10.1007/s11633-023-1450-8
英文摘要	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 instances 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 applications. We also summarize recent breakthroughs and identify future research directions. First, we introduce the concept of scenario commonsense, including its definitions, examples, and representation methods, with a focus on the relationship between scenario commonsense and the frame concept in CFN. In addition, we provide a comprehensive overview of CFN resources and their applications, highlighting 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.
内容类型	期刊论文
源URL	[http://ir.ia.ac.cn/handle/173211/56036]
专题	自动化研究所_学术期刊_International Journal of Automation and Computing
作者单位	Key Laboratory of Computational Intelligence and Chinese Information Processing of Ministry of Education, School of Computer and Information Technology, Shanxi University, Taiyuan 030006, China
推荐引用方式 GB/T 7714	Ru Li,Yunxiao Zhao,Zhiqiang Wang,et al. A Comprehensive Overview of CFN From a Commonsense Perspective[J]. Machine Intelligence Research,2024,21(2):239-256.
APA	Ru Li.,Yunxiao Zhao.,Zhiqiang Wang.,Xuefeng Su.,Shaoru Guo.,...&Hongyan Zhao.(2024).A Comprehensive Overview of CFN From a Commonsense Perspective.Machine Intelligence Research,21(2),239-256.
MLA	Ru Li,et al."A Comprehensive Overview of CFN From a Commonsense Perspective".Machine Intelligence Research 21.2(2024):239-256.