Assessing the Latent Automated Program Repair Capabilities of Large Language Models using Round-Trip Translation

Fernando Vallecillos Ruiz, Anastasiia Grishina, Max Hort +1

Research shows that errors in natural language can be corrected by translating texts to another language and back using language models. We explore to what extent this latent corre…