Source Code Summarization in the Era of Large Language Models

Source Code Summarization in the Era of Large Language Models

9 July 2024

Yi Liu

Papers citing "Source Code Summarization in the Era of Large Language Models"

15 / 15 papers shown

Title
Large Language Models (LLMs) for Source Code Analysis: applications, models and datasets Hamed Jelodar Mohammad Meymani Roozbeh Razavi-Far 42 0 0 21 Mar 2025
Investigating Execution-Aware Language Models for Code Optimization Federico Di Menna Luca Traini Gabriele Bavota Vittorio Cortellessa 61 0 0 11 Mar 2025
Trim My View: An LLM-Based Code Query System for Module Retrieval in Robotic Firmware Sima Arasteh Pegah Jandaghi Nicolaas Weideman Dennis Perepech Mukund Raghothaman Christophe Hauser Luis Garcia 164 0 0 05 Mar 2025
Can Large Language Models Understand Intermediate Representations? Hailong Jiang Jianfeng Zhu Yao Wan B. Fang Hongyu Zhang Ruoming Jin Qiang Guan 55 1 0 07 Feb 2025
Secure Resource Allocation via Constrained Deep Reinforcement Learning Jianfei Sun Qiang Gao Cong Wu Yuxian Li Jiacheng Wang Dusit Niyato 54 1 0 20 Jan 2025
On the Compression of Language Models for Code: An Empirical Study on CodeBERT Giordano dÁloisio Luca Traini Federica Sarro A. Marco 63 1 0 18 Dec 2024
CursorCore: Assist Programming through Aligning Anything Hao Jiang Qi Liu Rui Li Shengyu Ye Shijin Wang 53 1 0 09 Oct 2024
Demonstration Attack against In-Context Learning for Code Intelligence Yifei Ge Weisong Sun Yihang Lou Chunrong Fang Yiran Zhang Yiming Li Xiaofang Zhang Yang Liu Zhihong Zhao Zhenyu Chen AAML 28 1 0 03 Oct 2024
Natural Language Outlines for Code: Literate Programming in the LLM Era Kensen Shi Deniz Altınbüken Saswat Anand Mihai Christodorescu Katja Grünwedel ... Tobias Welp Pengcheng Yin Manzil Zaheer Satish Chandra Charles Sutton 49 6 0 09 Aug 2024
An Empirical Study of Automated Vulnerability Localization with Large Language Models Jian Zhang Chong Wang Anran Li Weisong Sun Cen Zhang Wei Ma Yang Liu 39 17 0 30 Mar 2024
No More Fine-Tuning? An Experimental Evaluation of Prompt Tuning in Code Intelligence Chaozheng Wang Yuanhang Yang Cuiyun Gao Yun Peng Hongyu Zhang Michael R. Lyu AAML 67 134 0 24 Jul 2022
Few-shot training LLMs for project-specific code-summarization Toufique Ahmed Prem Devanbu 179 213 0 09 Jul 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 361 8,495 0 28 Jan 2022
On the Evaluation of Neural Code Summarization Ensheng Shi Yanlin Wang Lun Du Junjie Chen Shi Han Hongyu Zhang Dongmei Zhang Hongbin Sun ELM 122 86 0 15 Jul 2021
CodeXGLUE: A Machine Learning Benchmark Dataset for Code Understanding and Generation Shuai Lu Daya Guo Shuo Ren Junjie Huang Alexey Svyatkovskiy ... Nan Duan Neel Sundaresan Shao Kun Deng Shengyu Fu Shujie Liu ELM 198 853 0 09 Feb 2021