Aligning human and computational coherence evaluations

Aligning human and computational coherence evaluations

Automated coherence metrics constitute an efficient and popular way to evaluate topic models. Previous work presents a mixed picture of their presumed correlation with human judgment. This work proposes a novel sampling approach to mining topic representations at a large scale while seeking to mitig...

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書目詳細資料
Main Authors:	LIM, Jia Peng, LAUW, Hady Wirawan
格式:	text
語言:	English
出版:	Institutional Knowledge at Singapore Management University 2024
主題:	Vocabulary decision-making processes topic models Computational Engineering Databases and Information Systems Linguistics
在線閱讀:	https://ink.library.smu.edu.sg/sis_research/9427 https://ink.library.smu.edu.sg/context/sis_research/article/10427/viewcontent/coli_a_00518_pvoa_cc_nc_nd.pdf
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機構:	Singapore Management University
語言:	English

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