Multi-Agent Strategies for Bridging Programming Language Gaps in Code Generation
This work introduces XL-CoGen, a three-stage multilingual code-generation pipeline that starts from a natural-language specification and a shared test list to generate correct implementations across multiple target languages and repairs the best candidate through diagnosis and minimal patching.