LLM prompting for DSM modularization reaches near-reference quality in 30 iterations on five cases with three models, but domain knowledge impairs performance on complex DSMs, leading to the semantic-alignment hypothesis.
Large language models for combinatorial optimization of design structure matrix.Proceedings of the Design Society, 5
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Design Structure Matrix Modularization with Large Language Models
LLM prompting for DSM modularization reaches near-reference quality in 30 iterations on five cases with three models, but domain knowledge impairs performance on complex DSMs, leading to the semantic-alignment hypothesis.