14 citations · 18 across the 4 of their papers we have counts for
4 papers
Bridging the Gap Between Binary and Source Based Package Management in Spack
John Gouwar, Gregory Becker, Tamara Dahlgren +3
Binary package managers install software quickly but they limit configurability due to rigid ABI requirements that ensure compatibility between binaries. Source package managers pr…
Scaling Optimization Over Uncertainty via Compilation
Minsung Cho, John Gouwar, Steven Holtzen
Probabilistic inference is fundamentally hard, yet many tasks require optimization on top of inference, which is even harder. We present a new optimization-via-compilation strategy…
Knowledge Transfer from High-Resource to Low-Resource Programming Languages for Code LLMs
Federico Cassano, John Gouwar, Francesca Lucchetti +7
Over the past few years, Large Language Models of Code (Code LLMs) have started to have a significant impact on programming practice. Code LLMs are also emerging as building blocks…
MultiPL-E: A Scalable and Extensible Approach to Benchmarking Neural Code Generation
Federico Cassano, John Gouwar, Daniel Nguyen +10
Large language models have demonstrated the ability to generate both natural language and programming language text. Such models open up the possibility of multi-language code gene…