TaxoAdapt aligns LLM-generated taxonomies to a corpus by classifying papers along task, method, dataset, evaluation, and domain dimensions, then expanding the tree based on paper density.
We select 20 papers from width-expanded nodes and 20 papers from depth-expanded nodes
1 Pith paper cite this work. Polarity classification is still indexing.
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Pith paper citing it
citation-role summary
method 1
citation-polarity summary
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cs.CL 1years
2025 1verdicts
CONDITIONAL 1roles
method 1polarities
use method 1representative citing papers
citing papers explorer
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TaxoAdapt: Aligning LLM-Based Multidimensional Taxonomy Construction to Evolving Research Corpora
TaxoAdapt aligns LLM-generated taxonomies to a corpus by classifying papers along task, method, dataset, evaluation, and domain dimensions, then expanding the tree based on paper density.