240 citations · 1.4k across the 52 of their papers we have counts for
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cs.SE2024
Lost in Transmission: An Information-Theoretic Account of Unsupervised Software Traceability
Daniel Rodriguez-Cardenas, David N. Palacio, Logan Fecko +2
Traceability remains a critical capability to ensure system reliability, maintainability, and compliance in modern software development. Although unsupervised Information Retrieval…
cs.SE2024★ 3 cited
Towards More Trustworthy and Interpretable LLMs for Code through Syntax-Grounded Explanations
David N. Palacio, Daniel Rodriguez-Cardenas, Alejandro Velasco +3
Trustworthiness and interpretability are inextricably linked concepts for LLMs. The more interpretable an LLM is, the more trustworthy it becomes. However, current techniques for i…