CoTran: An LLM-based Code Translator using Reinforcement Learning with Feedback from Compiler and Symbolic Execution

no code implementations • 11 Jun 2023 • Prithwish Jana, Piyush Jha, Haoyang Ju, Gautham Kishore, Aryan Mahajan, Vijay Ganesh

Also, built upon CodeT5, CoTran achieves +11. 23%, +14. 89% improvement on FEqAcc and +4. 07%, +8. 14% on CompAcc for Java-to-Python and Python-to-Java translation resp.

Code Translation Translation