most citedRefactoring Programs Using Large Language Models with Few-Shot Examples

66 citations · 89 across the 5 of their papers we have counts for

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cs.CL2023★ 8 cited

Program Repair with Minimal Edits Using CodeT5

Atsushi Shirafuji, Md. Mostafizer Rahman, Md Faizul Ibne Amin +1

Programmers often struggle to identify and fix bugs in their programs. In recent years, many language models (LMs) have been proposed to fix erroneous programs and support error re…

cs.CL2023★ 5 cited

Exploring the Robustness of Large Language Models for Solving Programming Problems

Atsushi Shirafuji, Yutaka Watanobe, Takumi Ito +4

Using large language models (LLMs) for source code has recently gained attention. LLMs, such as Transformer-based models like Codex and ChatGPT, have been shown to be highly capabl…