2025
Diffusion On Syntax Trees For Program Synthesis
ICLR 2025spotlight
Large language models generate code one token at a time. Their autoregressive generation process lacks the feedback of observing the program's output. Training LLMs to suggest edits directly can be challenging due to the scarcity of rich edit data. To address these problems, we propose neural diffus…