Comparing Code Explanations Created by Students and Large Language Models

Annual Conference on Innovation and Technology in Computer Science Education (ITiCSE), 2023

8 April 2023

Papers citing "Comparing Code Explanations Created by Students and Large Language Models"

50 / 64 papers shown

Title
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 171 4 0 25 Apr 2025
Impact of Comments on LLM Comprehension of Legacy Code Rock Sabetto Emily Escamilla Devesh Agarwal Sujay Kandwal Justin F. Brunelle ... William Macke Colin Diggs Michael Bartholf Zachary Robin Paul Ursino ELM 73 0 0 23 Apr 2025
Generating Planning Feedback for Open-Ended Programming Exercises with LLMsInternational Conference on Artificial Intelligence in Education (AIED), 2025 Mehmet Arif Demirtaş Claire Zheng Max Fowler Kathryn Cunningham LRM 183 3 0 11 Apr 2025
Insights from the Frontline: GenAI Utilization Among Software Engineering StudentsConference on Software Engineering Education and Training (CSEE&T), 2024 Rudrajit Choudhuri Ambareesh Ramakrishnan Amreeta Chatterjee Bianca Trinkenreich Igor Steinmacher M. Gerosa Anita Sarma 256 9 0 20 Dec 2024
Beyond the Hype: A Comprehensive Review of Current Trends in Generative AI Research, Teaching Practices, and Tools James Prather Juho Leinonen Natalie Kiesler Jamie Gorson Benario Sam Lau ... Brent N. Reeves Jaromír Šavelka David H Smith IV Sven Strickroth Daniel Zingaro 222 51 0 19 Dec 2024
Breaking the Programming Language Barrier: Multilingual Prompting to Empower Non-Native English Learners James Prather B. Reeves Paul Denny Juho Leinonen Stephen MacNeil ... Thezyrie Amarouche Bailey Kimmel Jared Wright Musa Blake Gweneth Barbre 319 10 0 17 Dec 2024
Seeing the Forest and the Trees: Solving Visual Graph and Tree Based Data Structure Problems using Large Multimodal Models S. Gutierrez Irene Hou Jihye Lee Kenneth Angelikas Owen Man Sophia Mettille James Prather Paul Denny Stephen MacNeil 199 5 0 15 Dec 2024
Howzat? Appealing to Expert Judgement for Evaluating Human and AI Next-Step Hints for Novice ProgrammersACM Transactions on Computing Education (TOCE), 2024 Neil C. C. Brown Pierre Weill-Tessier Juho Leinonen Paul Denny Michael Kölling 197 1 0 27 Nov 2024
EDBooks: AI-Enhanced Interactive Narratives for Programming Education Steve Oney Yue Shen Fei Wu Young Suh Hong Ziang Wang Yamini Khajekar Jiacheng Zhang A. Wang AI4Ed 185 0 0 16 Nov 2024
On the Opportunities of Large Language Models for Programming Process Data John Edwards Arto Hellas Juho Leinonen 114 2 0 01 Nov 2024
Large Language Models in Computer Science Education: A Systematic Literature ReviewTechnical Symposium on Computer Science Education (SIGCSE), 2024 Nishat Raihan Mohammed Latif Siddiq Joanna C. S. Santos Marcos Zampieri ELM AI4CE 180 34 0 21 Oct 2024
Synthetic Students: A Comparative Study of Bug Distribution Between Large Language Models and Computing Students Stephen MacNeil M. Rogalska Juho Leinonen Paul Denny Arto Hellas Xandria Crosland SyDa 150 5 0 11 Oct 2024
Utilizing ChatGPT in a Data Structures and Algorithms Course: A Teaching Assistant's Perspective Pooriya Jamie Reyhaneh Hajihashemi Sharareh Alipour 267 4 0 11 Oct 2024
Evaluating the Quality of Code Comments Generated by Large Language Models for Novice Programmers Aysa Xuemo Fan Arun Balajiee Lekshmi Narayanan Mohammad Hassany Jiaze Ke ALM ELM 173 2 0 22 Sep 2024
Evaluating the capability of large language models to personalize science texts for diverse middle-school-age learners Michael Vaccaro Jr Mikayla Friday Arash Zaghi AI4Ed ELM 104 1 0 09 Aug 2024
How Novice Programmers Use and Experience ChatGPT when Solving Programming Exercises in an Introductory Course Andreas Scholl Natalie Kiesler 154 24 0 30 Jul 2024
Integrating AI Tutors in a Programming Course Iris Ma A. Krone-Martins Cristina V. Lopes 138 10 0 14 Jul 2024
Evaluating Language Models for Generating and Judging Programming Feedback Charles Koutcheme Nicola Dainese Arto Hellas Sami Sarsa Juho Leinonen Syed Ashraf Paul Denny ELM 148 20 0 05 Jul 2024
Student-AI Interaction: A Case Study of CS1 students Matin Amoozadeh Daye Nam Daniel Prol Ali Alfageeh James Prather Michael Hilton Sruti Srinivasa Ragavan Mohammad Amin Alipour 152 22 0 29 Jun 2024
Evaluating Contextually Personalized Programming Exercises Created with Generative AI E. Logacheva Arto Hellas James Prather Sami Sarsa Juho Leinonen 226 29 0 11 Jun 2024
Experiences from Integrating Large Language Model Chatbots into the Classroom Arto Hellas Juho Leinonen Leo Leppanen 163 7 0 07 Jun 2024
Robo-Instruct: Simulator-Augmented Instruction Alignment For Finetuning Code LLMs Zichao Hu Junyi Jessy Li Arjun Guha Joydeep Biswas SyDa ALM 417 3 0 30 May 2024
Analyzing Chat Protocols of Novice Programmers Solving Introductory Programming Tasks with ChatGPT Andreas Scholl D. Schiffner Natalie Kiesler 120 22 0 29 May 2024
The Widening Gap: The Benefits and Harms of Generative AI for Novice Programmers James Prather Brent N. Reeves Juho Leinonen Stephen MacNeil Arisoa S. Randrianasolo Brett A. Becker Bailey Kimmel Jared Wright Ben Briggs 173 116 0 28 May 2024
Desirable Characteristics for AI Teaching Assistants in Programming EducationAnnual Conference on Innovation and Technology in Computer Science Education (ITiCSE), 2024 Paul Denny Stephen MacNeil Jaromír Šavelka Leo Porter Andrew Luxton-Reilly 188 56 0 23 May 2024
Iris: An AI-Driven Virtual Tutor For Computer Science EducationAnnual Conference on Innovation and Technology in Computer Science Education (ITiCSE), 2024 Patrick Bassner Eduard Frankford Stephan Krusche 173 37 0 09 May 2024
Benchmarking Educational Program Repair Charles Koutcheme Nicola Dainese Sami Sarsa Juho Leinonen Arto Hellas Paul Denny AI4Ed 142 8 0 08 May 2024
"ChatGPT Is Here to Help, Not to Replace Anybody" -- An Evaluation of Students' Opinions On Integrating ChatGPT In CS Courses Bruno Pereira Cipriano P. Alves 181 11 0 26 Apr 2024
CFlow: Supporting Semantic Flow Analysis of Students' Code in Programming Problems at Scale A. Zhang Xiaohang Tang Steve Oney Yan Chen 228 9 0 15 Apr 2024
Feedback-Generation for Programming Exercises With GPT-4 Imen Azaiz Natalie Kiesler Sven Strickroth 145 42 0 07 Mar 2024
Enhancing Programming Error Messages in Real Time with Generative AI Bailey Kimmel Austin Geisert Lily Yaro Brendan Gipson Ronald Taylor Hotchkiss Sidney Osae-Asante Hunter Vaught Grant Wininger Chase Yamaguchi 145 19 0 12 Feb 2024
Using Large Language Models for Student-Code Guided Test Case Generation in Computer Science Education Nischal Ashok Kumar Andrew Lan AI4Ed ELM 146 8 0 11 Feb 2024
NoFunEval: Funny How Code LMs Falter on Requirements Beyond Functional Correctness Manav Singhal Tushar Aggarwal Abhijeet Awasthi Nagarajan Natarajan Aditya Kanade 200 23 0 29 Jan 2024
How Beginning Programmers and Code LLMs (Mis)read Each OtherInternational Conference on Human Factors in Computing Systems (CHI), 2024 S. Nguyen Hannah McLean Babe Yangtian Zi Arjun Guha C. Anderson Molly Q. Feldman 260 73 0 26 Jan 2024
When Geoscience Meets Generative AI and Large Language Models: Foundations, Trends, and Future Challenges Abdenour Hadid Tanujit Chakraborty Daniel Busby AI4CE 233 21 0 25 Jan 2024
CodeAid: Evaluating a Classroom Deployment of an LLM-based Programming Assistant that Balances Student and Educator NeedsInternational Conference on Human Factors in Computing Systems (CHI), 2024 Majeed Kazemitabaar Runlong Ye Xiaoning Wang Austin Z. Henley Paul Denny Michelle Craig Tovi Grossman AI4Ed ELM 196 205 0 20 Jan 2024
A Comparative Analysis of Large Language Models for Code Documentation Generation Shubhang Shekhar Dvivedi Vyshnav Vijay Sai Leela Rahul Pujari Shoumik Lodh Dhruv Kumar ELM 155 39 0 16 Dec 2023
Explaining Code Examples in Introductory Programming Courses: LLM vs Humans Arun Balajiee Lekshmi Narayanan Priti Oli Jeevan Chapagain Mohammad Hassany Rabin Banjade Peter Brusilovsky Vasile Rus 192 8 0 09 Dec 2023
A Comparative Study of AI-Generated (GPT-4) and Human-crafted MCQs in Programming EducationIFAC Symposium on Advances in Control Education (ACE), 2023 J. Doughty Zipiao Wan Anishka Bompelli Jubahed Qayum Taozhi Wang ... Christopher Bogart Eric Keylor Can Kultur Jaromír Šavelka M. Sakr ELM 177 101 0 05 Dec 2023
Decoding Logic Errors: A Comparative Study on Bug Detection by Students and Large Language ModelsIFAC Symposium on Advances in Control Education (ACE), 2023 Stephen MacNeil Paul Denny Andrew Tran Juho Leinonen Seth Bernstein Arto Hellas Sami Sarsa Joanne Kim LRM 129 24 0 27 Nov 2023
"It's not like Jarvis, but it's pretty close!" -- Examining ChatGPT's Usage among Undergraduate Students in Computer Science Ishika Joshi Ritvik Budhiraja Harshal D. Akolekar Jagat Sesh Challa Dhruv Kumar 204 40 0 16 Nov 2023
Anticipating User Needs: Insights from Design Fiction on Conversational Agents for Computational ThinkingChatbot Research and Design Workshop (CRD), 2023 Jacob Penney João Felipe Pimentel Igor Steinmacher M. Gerosa AI4CE 308 12 0 12 Nov 2023
Prompt Problems: A New Programming Exercise for the Generative AI EraTechnical Symposium on Computer Science Education (SIGCSE), 2023 Paul Denny Juho Leinonen James Prather Andrew Luxton-Reilly Thezyrie Amarouche Brett A. Becker Brent N. Reeves 166 128 0 10 Nov 2023
Efficient Classification of Student Help Requests in Programming Courses Using Large Language Models Jaromír Šavelka Paul Denny Mark H. Liffiton Brad Sheese AI4Ed 157 8 0 31 Oct 2023
AI-enhanced Auto-correction of Programming Exercises: How Effective is GPT-3.5? Imen Azaiz Oliver Deckarm Sven Strickroth 144 24 0 24 Oct 2023
Large Language Models for Code Analysis: Do LLMs Really Do Their Job?USENIX Security Symposium (USENIX Security), 2023 Chongzhou Fang Ning Miao Shaurya Srivastav Jialin Liu Ruoyu Zhang ... Asmita Asmita Ryan Tsang Najmeh Nazari Han Wang Houman Homayoun 207 77 0 18 Oct 2023
An HCI-Centric Survey and Taxonomy of Human-Generative-AI Interactions Jingyu Shi Rahul Jain Hyungjun Doh Ryo Suzuki Karthik Ramani 3DV 163 35 0 11 Oct 2023
Trust in Generative AI among students: An Exploratory StudyTechnical Symposium on Computer Science Education (SIGCSE), 2023 Matin Amoozadeh David Daniels Daye Nam Aayush Kumar Stella Chen Michael Hilton Sruti Srinivasa Ragavan Mohammad Amin Alipour 154 90 0 07 Oct 2023
The Robots are Here: Navigating the Generative AI Revolution in Computing Education James Prather Paul Denny Juho Leinonen Brett A. Becker Ibrahim Albluwi ... Stephen MacNeil Andrew Petersen Raymond Pettit Brent N. Reeves Jaromír Šavelka 171 285 0 01 Oct 2023
"With Great Power Comes Great Responsibility!": Student and Instructor Perspectives on the influence of LLMs on Undergraduate Engineering Education Ishika Joshi Ritvik Budhiraja Pranav Deepak Tanna Lovenya Jain Mihika Deshpande Arjun Srivastava Srinivas Rallapalli Harshal D. Akolekar Jagat Sesh Challa Dhruv Kumar AI4Ed AI4CE 226 9 0 19 Sep 2023