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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| Main Authors: | , |
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| Format: | text |
| Language: | English |
| Published: |
Institutional Knowledge at Singapore Management University
2024
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| Subjects: | |
| 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 |