Automatic Generation of Programming Exercises and Code Explanations using Large Language Models

3 June 2022

Papers citing "Automatic Generation of Programming Exercises and Code Explanations using Large Language Models"

29 / 29 papers shown

Title
Leveraging AI for Productive and Trustworthy HPC Software: Challenges and Research Directions K. Teranishi Harshitha Menon William F. Godoy Prasanna Balaprakash David Bau ... Swaroop Pophale Pedro Valero-Lara Jeffrey S. Vetter Samuel Williams Aaron R. Young 28 0 0 13 May 2025
Small but Significant: On the Promise of Small Language Models for Accessible AIED Yumou Wei Paulo Carvalho John Stamper SyDa 40 0 0 13 May 2025
LAMD: Context-driven Android Malware Detection and Classification with LLMs Xingzhi Qian Xinran Zheng Yiling He Shuo Yang Lorenzo Cavallaro 83 2 0 18 Feb 2025
ScriptoriumWS: A Code Generation Assistant for Weak Supervision Tzu-Heng Huang Catherine Cao Spencer Schoenberg Harit Vishwakarma Nicholas Roberts Frederic Sala NoLa 139 5 0 17 Feb 2025
Evaluating the Ability of Large Language Models to Generate Verifiable Specifications in VeriFast Marilyn Rego Wen Fan Xin Hu Sanya Dod Zhaorui Ni Danning Xie Jenna DiVincenzo Lin Tan LRM 38 1 0 04 Nov 2024
VideoGuide: Improving Video Diffusion Models without Training Through a Teacher's Guide Dohun Lee Bryan S Kim Geon Yeong Park Jong Chul Ye VGen 34 1 0 06 Oct 2024
Bridging the Language Gap: Enhancing Multilingual Prompt-Based Code Generation in LLMs via Zero-Shot Cross-Lingual Transfer Mingda Li Abhijit Mishra Utkarsh Mujumdar 34 0 0 19 Aug 2024
Experiences from Integrating Large Language Model Chatbots into the Classroom Arto Hellas Juho Leinonen Leo Leppanen 33 4 0 07 Jun 2024
A Survey Study on the State of the Art of Programming Exercise Generation using Large Language Models Eduard Frankford Ingo Höhn Clemens Sauerwein Ruth Breu ELM 39 2 0 30 May 2024
Designing Prompt Analytics Dashboards to Analyze Student-ChatGPT Interactions in EFL Writing Minsun Kim Seong-Chul Kim Suyoun Lee Yoosang Yoon Jun-Hee Myung ... So-Yeon Ahn Juho Kim Alice H. Oh Hwajung Hong Tak Yeon Lee 32 3 0 30 May 2024
Analyzing Chat Protocols of Novice Programmers Solving Introductory Programming Tasks with ChatGPT Andreas Scholl D. Schiffner Natalie Kiesler 32 9 0 29 May 2024
Task Synthesis for Elementary Visual Programming in XLogoOnline Environment Chao Wen Ahana Ghosh Jacqueline Staub Adish Singla 34 3 0 03 May 2024
Towards Generalizable Agents in Text-Based Educational Environments: A Study of Integrating RL with LLMs Bahar Radmehr Adish Singla Tanja Kaser LLMAG AI4CE 38 6 0 29 Apr 2024
Improving Socratic Question Generation using Data Augmentation and Preference Optimization Nischal Ashok Kumar Andrew S. Lan 33 8 0 01 Mar 2024
API Pack: A Massive Multi-Programming Language Dataset for API Call Generation Zhen Guo Adriana Meza Soria Wei Sun Yikang Shen Rameswar Panda ELM ALM 52 1 0 14 Feb 2024
The Landscape and Challenges of HPC Research and LLMs Le Chen Nesreen K. Ahmed Akashnil Dutta Arijit Bhattacharjee Sixing Yu ... Vy A. Vo J. P. Muñoz Ted Willke Tim Mattson Ali Jannesari AI4CE 48 20 0 03 Feb 2024
AI-native Interconnect Framework for Integration of Large Language Model Technologies in 6G Systems Sasu Tarkoma Roberto Morabito Jaakko Sauvola 23 19 0 10 Nov 2023
Evoke: Evoking Critical Thinking Abilities in LLMs via Reviewer-Author Prompt Editing Xinyu Hu Pengfei Tang Simiao Zuo Zihan Wang Bowen Song Qiang Lou Jian Jiao Denis Xavier Charles LRM 35 7 0 20 Oct 2023
Large Language Models for In-Context Student Modeling: Synthesizing Student's Behavior in Visual Programming Manh Hung Nguyen Sebastian Tschiatschek Adish Singla AI4Ed 21 7 0 15 Oct 2023
Evaluating ChatGPT and GPT-4 for Visual Programming Adish Singla 19 20 0 30 Jul 2023
Detecting LLM-Generated Text in Computing Education: A Comparative Study for ChatGPT Cases Michael Sheinman Orenstrakh Oscar Karnalim C. Suárez Michael Liut DeLMO 23 56 0 10 Jul 2023
Scratch Copilot Evaluation: Assessing AI-Assisted Creative Coding for Families Stefania Druga Nancy Otero AI4Ed 30 5 0 17 May 2023
Comparing Code Explanations Created by Students and Large Language Models Juho Leinonen Paul Denny Stephen MacNeil Sami Sarsa Seth Bernstein Joanne Kim Andrew Tran Arto Hellas LRM 33 146 0 08 Apr 2023
"It's Weird That it Knows What I Want": Usability and Interactions with Copilot for Novice Programmers James Prather B. Reeves Paul Denny Brett A. Becker Juho Leinonen Andrew Luxton-Reilly Garrett B. Powell James Finnie-Ansley E. Santos 34 131 0 05 Apr 2023
Experiences from Using Code Explanations Generated by Large Language Models in a Web Software Development E-Book Stephen MacNeil Andrew Tran Arto Hellas Joanne Kim Sami Sarsa Paul Denny Seth Bernstein Juho Leinonen 33 176 0 04 Nov 2022
Using Large Language Models to Enhance Programming Error Messages Juho Leinonen Arto Hellas Sami Sarsa B. Reeves Paul Denny James Prather Brett A. Becker 8 181 0 20 Oct 2022
Lost at C: A User Study on the Security Implications of Large Language Model Code Assistants Gustavo Sandoval Hammond Pearce Teo Nys Ramesh Karri S. Garg Brendan Dolan-Gavitt ELM 27 90 0 20 Aug 2022
CodeT: Code Generation with Generated Tests Bei Chen Fengji Zhang A. Nguyen Daoguang Zan Zeqi Lin Jian-Guang Lou Weizhu Chen 41 316 0 21 Jul 2022
Large Language Models are Zero-Shot Reasoners Takeshi Kojima S. Gu Machel Reid Yutaka Matsuo Yusuke Iwasawa ReLM LRM 316 4,077 0 24 May 2022