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

In this paper, we present an LLM-based code translation method and an associated tool called CoTran, that translates whole-programs from one high-level programming language to another. Existing LLM-based code translation methods lack training to ensure that the translated code reliably compiles or b...

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Bibliographic Details

Published in:	arXiv.org
Main Authors:	Prithwish Jana, Jha, Piyush, Ju, Haoyang, Kishore, Gautham, Mahajan, Aryan, Ganesh, Vijay
Format:	Paper
Language:	English
Published:	Ithaca Cornell University Library, arXiv.org 30.10.2024
Subjects:	Equivalence Java Large language models Python Translations
ISSN:	2331-8422
Online Access:	Get full text
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