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"

38 / 38 papers shown

Title
AI in Money Matters Nadine Sandjo Tchatchoua Richard Harper 31 0 0 12 May 2025
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 40 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 Xiaojun Jia Yingfei Sun Qianqian Xu Qingming Huang AAML 201 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 Zehan Li Chen Yang 35 0 0 29 Apr 2025
Paradigm shift on Coding Productivity Using GenAI Liang Yu 34 0 0 25 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 19 0 0 25 Apr 2025
EduBot -- Can LLMs Solve Personalized Learning and Programming Assignments? Yibin Wang Jiaxi Xie Lakshminarayanan Subramanian AI4Ed 68 0 0 23 Apr 2025
DMind Benchmark: Toward a Holistic Assessment of LLM Capabilities across the Web3 Domain Miracle Master Rainy Sun Anya Reese Joey Ouyang Alex Chen ... James Yi Garry Zhao Tony Ling Hobert Wong Lowes Yang ALM ELM 77 0 0 18 Apr 2025
The Digital Cybersecurity Expert: How Far Have We Come? Dawei Wang Geng Zhou Xianglong Li Yu Bai Li Chen Ting Qin Jian Sun D. Li ELM 64 0 0 16 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 35 1 0 06 Apr 2025
A Comprehensive Study of LLM Secure Code Generation Shih-Chieh Dai Jun Xu Guanhong Tao ELM 51 0 0 18 Mar 2025
WIP: Assessing the Effectiveness of ChatGPT in Preparatory Testing Activities Susmita Haldar Mary Pierce Luiz Fernando Capretz 44 1 0 05 Mar 2025
Learning to Generate Structured Output with Schema Reinforcement Learning Yaojie Lu Haolun Li Xin Cong Zhong Zhang Yesai Wu Yankai Lin Zhiyuan Liu Fangming Liu Maosong Sun 47 1 0 26 Feb 2025
Mixup Model Merge: Enhancing Model Merging Performance through Randomized Linear Interpolation Yue Zhou Yi-Ju Chang Yuan Wu MoMe 69 2 0 24 Feb 2025
Towards User-level Private Reinforcement Learning with Human Feedback Jingyang Zhang Mingxi Lei Meng Ding Mengdi Li Zihang Xiang Difei Xu Jinhui Xu Di Wang 47 0 0 22 Feb 2025
Do LLMs Consider Security? An Empirical Study on Responses to Programming Questions Amirali Sajadi Binh Le A. Nguyen Kostadin Damevski Preetha Chatterjee 63 2 0 20 Feb 2025
FedEAT: A Robustness Optimization Framework for Federated LLMs Yahao Pang Xingyuan Wu Xiaojin Zhang Wei Chen Hai Jin FedML 79 0 0 17 Feb 2025
Large Language Models for In-File Vulnerability Localization Can Be "Lost in the End" Francesco Sovrano Adam Bauer Alberto Bacchelli 54 1 0 09 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 102 2 0 28 Jan 2025
Gensors: Authoring Personalized Visual Sensors with Multimodal Foundation Models and Reasoning Michael Xieyang Liu S. Petridis Vivian Tsai Alexander J. Fiannaca Alex Olwal Michael Terry Carrie J. Cai LRM 42 1 0 28 Jan 2025
An Empirically-grounded tool for Automatic Prompt Linting and Repair: A Case Study on Bias, Vulnerability, and Optimization in Developer Prompts Dhia Elhaq Rzig Dhruba Jyoti Paul Kaiser Pister Jordan Henkel Foyzul Hassan 80 0 0 21 Jan 2025
Semantic Captioning: Benchmark Dataset and Graph-Aware Few-Shot In-Context Learning for SQL2Text Ali Al-Lawati Jason Lucas Prasenjit Mitra LMTD 48 0 0 06 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 100 6 0 30 Nov 2024
Large Language Model-Enhanced Reinforcement Learning for Generic Bus Holding Control Strategies Jiajie Yu Yuhong Wang Wei Ma OffRL 42 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 52 6 0 09 Aug 2024
Can Developers Prompt? A Controlled Experiment for Code Documentation Generation L. Herrmann Tim Puhlfürß Felix Dietrich 36 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 64 1 0 04 Jul 2024
Bug In the Code Stack: Can LLMs Find Bugs in Large Python Code Stacks Hokyung Lee Sumanyu Sharma Bing Hu 42 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 51 1 0 30 May 2024
BISCUIT: Scaffolding LLM-Generated Code with Ephemeral UIs in Computational Notebooks Ruijia Cheng Titus Barik Alan Leung Fred Hohman Jeffrey Nichols 32 4 0 10 Apr 2024
A Preliminary Roadmap for LLMs as Assistants in Exploring, Analyzing, and Visualizing Knowledge Graphs Harry Li G. Appleby Ashley Suh 42 7 0 01 Apr 2024
Can LLMs Patch Security Issues? Kamel Alrashedy Abdullah Aljasser Pradyumna Tambwekar Matthew Gombolay AAML 29 6 0 13 Nov 2023
Detecting Misuse of Security APIs: A Systematic Review Zahra Mousavi Chadni Islam Muhammad Ali Babar A. Abuadbba Kristen Moore 35 3 0 15 Jun 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 189 809 0 02 May 2023
Grounded Copilot: How Programmers Interact with Code-Generating Models Shraddha Barke M. James Nadia Polikarpova 167 212 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 99 342 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 102 177 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 204 631 0 26 Feb 2022