Search Results - Programming Exercise Generation

A Survey Study on the State of the Art of Programming Exercise Generation Using Large Language Models by Frankford, Eduard, Hohn, Ingo, Sauerwein, Clemens, Breu, Ruth

“…This paper analyzes Large Language Models (LLMs) with regard to their programming exercise generation capabilities…”
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Automated Programming Exercise Generation in the Era of Large Language Models by Meibner, Niklas, Speth, Sandro, Becker, Steffen

“… This study explores the use of advanced LLMs, including GPT-4 and LaMDA, for automated programming exercise creation in higher education and compares the results with related work using GPT-3.5-turbo…”
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Human Evaluation of GPT for Scalable Python Programming Exercise Generation by Akbar Khan, Muhammad Fawad, Ramsdell, Max, Nguyen, Ha, Karimi, Hamid

“… This study investigates the capabilities of Large Language Models (LLMs), particularly GPT-4 Turbo, in broadening this scope by autonomously generating Python programming exercises…”
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Automatic Generation of Programming Exercises by Freitas, Tiago Carvalho

“… The project consisted in the development of a tool capable of semi-automatically generating computer programming exercises named GOLIATH…”
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CodeContrast: A Contrastive Learning Approach for Generating Coherent Programming Exercises by Torres, Nicolás

“…Generating high-quality programming exercises with well-aligned problem descriptions, test cases, and code solutions is crucial for computer science education…”
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Dataset of Program Source Codes Solving Unique Programming Exercises Generated by Digital Teaching Assistant by Demidova, Liliya A., Andrianova, Elena G., Sovietov, Peter N., Gorchakov, Artyom V.

“…This paper presents a dataset containing automatically collected source codes solving unique programming exercises of different types…”
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Procedural Generation of Programming Exercises with Guides Based on the Student's Emotion by Tiam-Lee, Thomas James, Sumi, Kaoru

“…We discuss an approach in procedurally generating coding exercises for programming practice without using parameterized questions…”
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Automatic Generation of Programming Exercises by Sovietov, Peter

“… For training courses on programming, it is promising to use automatic generation and automatic grading of exercises that require a student to write a program…”
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Feedback-Generation for Programming Exercises With GPT-4 by Azaiz, Imen, Kiesler, Natalie, Strickroth, Sven

“… LLMs such as Codex, GPT-3.5, and GPT 4 have shown promising results in the context of large programming courses, where students can benefit from feedback and hints if provided timely and at scale…”
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Automatic Generation of Programming Exercises by Sovietov, Peter

“… For training courses on programming, it is promising to use automatic generation and automatic grading of exercises that require a student to write a program…”
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Automatic Generation of Programming Exercises and Code Explanations using Large Language Models by Sarsa, Sami, Denny, Paul, Hellas, Arto, Leinonen, Juho

“…This article explores the natural language generation capabilities of large language models with application to the production of two types of learning resources common in programming courses…”
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A Hint Generation System for Introductory Programming Exercises in Java by da Silva Gonçalves, Jorge Alexandre

“…Ensinar e aprender programação é um verdadeiro desafio para professores e alunos. É normal os alunos que começam a codificar pela primeira vez sentirem-se…”
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Automatic generation of programming exercises for learning programming language by Wakatani, Akiyoshi, Maeda, Toshiyuki

“… In this paper, we classify programming exercises into the following two types: 1) syntax practices for understanding the grammar and 2…”
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An Integration of Large Language Model-Based Hint Generation Method into Programming Exercises by Ishio, Takashi, Shimari, Kazumasa, Kudo, Takuto, Matsumoto, Kenichi

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Exploration of an Automatic Generation Method for Programming Exercise Problems by a Language-Based AI Considering Diverse Problem Patterns and Difficulty Levels by 前田 悠翔, 田中 英武, 井垣 宏, 福安 直樹

“…プログラミング演習では，学生が学習すべき内容に応じた授業問題を教員が大量に作成する必要がある．本研究では，作問時に教員にかかる負荷の削減を目的として，自然な文…”
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Exercise-optimized programming after S-ICD implantation contributes to a lower risk of inappropriate shocks in the latest generation S-ICDs by Pepplinkhuizen, S, Van Der Stuijt, W, Kooiman, KM, Quast, A-F BE, Oosterwerff, FJ, Smeding, L, Olde Nordkamp, LRA, Delnoy, P-P HM, Wilde, AAM, Knops, RE

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An architecture for modular grading and feedback generation for complex exercises by Striewe, Michael

“…Grading and feedback generation for complex open exercises is a major challenge in e-learning and e-assessment…”
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Data-Driven Feedback Generation for Introductory Programming Exercises by Wang, Ke, Singh, RIshabh, Su, Zhendong

“…This paper introduces the "Search, Align, and Repair" data-driven program repair framework to automate feedback generation for introductory programming exercises…”
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Wodel-Edu: A tool for the generation and evaluation of diagram-based exercises by Gómez-Abajo, Pablo, Guerra, Esther, de Lara, Juan

“… This way, we propose a domain-independent tool for the generation and automated evaluation of diagram-based exercises called Wodel-Edu…”
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Automated test generation for Scratch programs by Deiner, Adina, Feldmeier, Patric, Fraser, Gordon, Schweikl, Sebastian, Wang, Wengran

“…The importance of programming education has led to dedicated educational programming environments, where users visually arrange block-based programming constructs that typically control graphical…”
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