Using an LLM to Help With Code Understanding

17 July 2023

Daye Nam

A. Macvean

Vincent J. Hellendoorn

Papers citing "Using an LLM to Help With Code Understanding"

23 / 23 papers shown

Title
PR2: Peephole Raw Pointer Rewriting with LLMs for Translating C to Safer Rust Yifei Gao Chengpeng Wang Pengxiang Huang Xuwei Liu Mingwei Zheng Xiangyu Zhang 36 0 0 07 May 2025
Cannot See the Forest for the Trees: Invoking Heuristics and Biases to Elicit Irrational Choices of LLMs Haoming Yang Ke Ma X. Jia Yingfei Sun Qianqian Xu Q. Huang AAML 65 0 0 03 May 2025
Using LLMs in Generating Design Rationale for Software Architecture Decisions Xiyu Zhou Ruiyin Li Peng Liang Beiqi Zhang Mojtaba Shahin Z. Li Chen Yang 33 0 0 29 Apr 2025
From Prompts to Propositions: A Logic-Based Lens on Student-LLM Interactions Ali Alfageeh Sadegh AlMahdi Kazemi Zarkouei Daye Nam Daniel Prol Matin Amoozadeh ... Paul Denny Juho Leinonen Michael Hilton Sruti Srinivasa Ragavan Mohammad Amin Alipour 14 0 0 25 Apr 2025
Paradigm shift on Coding Productivity Using GenAI Liang Yu 29 0 0 25 Apr 2025
EduBot -- Can LLMs Solve Personalized Learning and Programming Assignments? Yibin Wang Jiaxi Xie Lakshminarayanan Subramanian AI4Ed 54 0 0 23 Apr 2025
How Accurately Do Large Language Models Understand Code? Sabaat Haroon Ahmad Faraz Khan Ahmad Humayun Waris Gill Abdul Haddi Amjad A. R. Butt Mohammad Taha Khan Muhammad Ali Gulzar ELM LRM 30 0 0 06 Apr 2025
Mixup Model Merge: Enhancing Model Merging Performance through Randomized Linear Interpolation Yue Zhou Yi-Ju Chang Yuan Wu MoMe 57 2 0 24 Feb 2025
Do LLMs Consider Security? An Empirical Study on Responses to Programming Questions Amirali Sajadi Binh Le A. Nguyen Kostadin Damevski Preetha Chatterjee 53 2 0 20 Feb 2025
Large Language Models as an Indirect Reasoner: Contrapositive and Contradiction for Automated Reasoning Yanfang Zhang Yiliu Sun Yibing Zhan Dapeng Tao Dacheng Tao Chen Gong LRM AI4CE LLMAG 82 2 0 28 Jan 2025
Unified Parameter-Efficient Unlearning for LLMs Chenlu Ding Jiancan Wu Yancheng Yuan Jinda Lu Kai Zhang Alex Su Xiang Wang Xiangnan He MU KELM 95 6 0 30 Nov 2024
Large Language Model-Enhanced Reinforcement Learning for Generic Bus Holding Control Strategies Jiajie Yu Yuhong Wang Wei Ma OffRL 34 1 0 14 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 41 6 0 09 Aug 2024
Can Developers Prompt? A Controlled Experiment for Code Documentation Generation L. Herrmann Tim Puhlfürß Felix Dietrich 24 3 0 01 Aug 2024
On the Workflows and Smells of Leaderboard Operations (LBOps): An Exploratory Study of Foundation Model Leaderboards Zhimin Zhao A. A. Bangash F. Côgo Bram Adams Ahmed E. Hassan 52 0 0 04 Jul 2024
Bug In the Code Stack: Can LLMs Find Bugs in Large Python Code Stacks Hokyung Lee Sumanyu Sharma Bing Hu 27 2 0 21 Jun 2024
Robo-Instruct: Simulator-Augmented Instruction Alignment For Finetuning Code LLMs Zichao Hu Junyi Jessy Li Arjun Guha Joydeep Biswas SyDa ALM 37 1 0 30 May 2024
Can LLMs Patch Security Issues? Kamel Alrashedy Abdullah Aljasser Pradyumna Tambwekar Matthew Gombolay AAML 16 6 0 13 Nov 2023
Is Your Code Generated by ChatGPT Really Correct? Rigorous Evaluation of Large Language Models for Code Generation Jiawei Liu Chun Xia Yuyao Wang Lingming Zhang ELM ALM 178 780 0 02 May 2023
Grounded Copilot: How Programmers Interact with Code-Generating Models Shraddha Barke M. James Nadia Polikarpova 136 212 0 30 Jun 2022
Automatic Generation of Programming Exercises and Code Explanations using Large Language Models Sami Sarsa Paul Denny Arto Hellas Juho Leinonen ELM 85 338 0 03 Jun 2022
Productivity Assessment of Neural Code Completion Albert Ziegler Eirini Kalliamvakou Shawn Simister Ganesh Sittampalam Alice Li Andrew Rice Devon Rifkin E. Aftandilian 102 176 0 13 May 2022
A Systematic Evaluation of Large Language Models of Code Frank F. Xu Uri Alon Graham Neubig Vincent J. Hellendoorn ELM ALM 196 624 0 26 Feb 2022