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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Bibliographic Details
Main Authors: LIM, Jia Peng, LAUW, Hady Wirawan
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2024
Subjects:
Vocabulary
decision-making processes
topic models
Computational Engineering
Databases and Information Systems
Linguistics
Online Access: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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Institution: Singapore Management University
Language: English

Internet

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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