LLMs produce domain-homogeneous analogies (about two target domains per ten generations), and existing diversity-enhancement methods trade away quality without reliably broadening domains.
source_domain
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.CL 1years
2026 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
On the Diversity of Analogy Making in Large Language Models
LLMs produce domain-homogeneous analogies (about two target domains per ten generations), and existing diversity-enhancement methods trade away quality without reliably broadening domains.