AIBullisharXiv – CS AI · 7h ago7/10
🧠
Autoregressive, Yet Revisable: In Decoding Revision for Secure Code Generation
Researchers propose Stream of Revision, a new paradigm for LLM-based code generation that allows models to revise and correct their output during generation rather than producing code in a strictly linear fashion. By introducing special action tokens enabling backtracking and editing within a single forward pass, the approach significantly reduces security vulnerabilities in generated code with minimal computational overhead.