Suchergebnisse - Computer programming exercises generation

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

“… Grading and feedback generation for complex open exercises is a major challenge in e-learning and e-assessment …”
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Wodel-Edu: A tool for the generation and evaluation of diagram-based exercises von 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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CodeContrast: A Contrastive Learning Approach for Generating Coherent Programming Exercises von 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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Synthesis of nested loop exercises for practice in introductory programming von Okonkwo, Chinedu Wilfred, Ade-Ibijola, Abejide

“… Novice programmers struggle to comprehend specific programming constructs such as arrays, recursion, and loops …”
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Automated Programming Exercise Generation in the Era of Large Language Models von 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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A Survey Study on the State of the Art of Programming Exercise Generation Using Large Language Models von 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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Algorithmic Learning: Assessing the Potential of Large Language Models (LLMs) for Automated Exercise Generation and Grading in Educational Settings von Zou, Wenlong, Goh, Tiong-Thye, Zhu, Huiting, Liu, Mengjun, Yang, Bing

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Automatic Generation of Programming Exercises von 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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Dataset of Program Source Codes Solving Unique Programming Exercises Generated by Digital Teaching Assistant von 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 von 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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Evaluation of LLM Tools for Feedback Generation in a Course on Concurrent Programming von Estévez-Ayres, Iria, Callejo, Patricia, Hombrados-Herrera, Miguel Ángel, Alario-Hoyos, Carlos, Delgado Kloos, Carlos

“… This paper aims to evaluate the capacity of LLMs chatbots to provide feedback on student exercises in a university programming course …”
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Automatic Generation of Programming Exercises von 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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Human Evaluation of GPT for Scalable Python Programming Exercise Generation von Akbar Khan, Muhammad Fawad, Ramsdell, Max, Nguyen, Ha, Karimi, Hamid

“… Online coding platforms (OCPs) often offer a limited selection of exercises, which can restrict the scope of Computer Science (CS) education …”
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Feedback-Generation for Programming Exercises With GPT-4 von 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 von 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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Automated test generation for Scratch programs von 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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Optimizing Prompt Engineering for Generative AI von HERMAN, Erik

“… In the constantly changing field of artificial intelligence, effective communication and prompt engineering have become essential for developers, researchers, …”
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The Traveling Salesman Problem: A Computational Study von Applegate, David L, Bixby, Robert E, Chvátal, Vašek, Cook, William J

“… Though seemingly modest, this exercise has inspired studies by mathematicians, chemists, and physicists …”
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A High-Quality Generation Approach for Educational Programming Projects Using LLM von Song, Tian, Zhang, Hang, Xiao, Yijia

“… High-quality programming projects for education are critically required in teaching …”
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Investigating the Use of AI-Generated Exercises for Beginner and Intermediate Programming Courses: A ChatGPT Case Study von Speth, Sandro, Meisner, Niklas, Becker, Steffen

“… However, to what extent the use of AI models, such as ChatGPT, is suitable for the creation of didactically and content-wise good exercises for programming courses is not yet known …”
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