2 papers
cs.PL2025
Sharing State Between Prompts and Programs
Ellie Y. Cheng, Logan Weber, Tian Jin +1
The rise of large language models (LLMs) has introduced a new type of programming: natural language programming. Users write prompts, which are instructions in natural language, to…
cs.LG2024
Learning to Compile Programs to Neural Networks
Logan Weber, Jesse Michel, Alex Renda +1
A is a neural network that mimics the behavior of a program. Researchers have used these neural surrogates to automatically tune program in…