Multitask-based evaluation of open-source llm on software vulnerability

X Yin, C Ni, S Wang - IEEE Transactions on Software …, 2024 - ieeexplore.ieee.org
This paper proposes a pipeline for quantitatively evaluating interactive Large Language
Models (LLMs) using publicly available datasets. We carry out an extensive technical …

Source code summarization in the era of large language models

W Sun, Y Miao, Y Li, H Zhang, C Fang, Y Liu… - ar** system offers flexibility and expressiveness but can lead to type-
related errors, prompting the need for automated type inference to enhance type hinting …

On the effectiveness of large language models in statement-level code summarization

J Zhu, Y Miao, T Xu, J Zhu, X Sun - 2024 IEEE 24th …, 2024 - ieeexplore.ieee.org
Code comments are crucial for program comprehension, and the automated generation of
comments greatly enhances the efficiency of code commenting. Statement-level code …