13 citations · 13 across the 3 of their papers we have counts for
3 papers · 1 filter
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…
Toward a Theory of Causation for Interpreting Neural Code Models
David N. Palacio, Alejandro Velasco, Nathan Cooper +3
Neural Language Models of Code, or Neural Code Models (NCMs), are rapidly progressing from research prototypes to commercial developer tools. As such, understanding the capabilitie…
It Takes Two to Tango: Combining Visual and Textual Information for Detecting Duplicate Video-Based Bug Reports
Nathan Cooper, Carlos Bernal-Cárdenas, Oscar Chaparro +2
When a bug manifests in a user-facing application, it is likely to be exposed through the graphical user interface (GUI). Given the importance of visual information to the process…