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Hands-on analysis of using large language models for the auto evaluation of programming assignments
The increasing adoption of programming education necessitates efficient and accurate
methods for evaluating students' coding assignments. Traditional manual grading is time …
methods for evaluating students' coding assignments. Traditional manual grading is time …
[HTML][HTML] Systematically Visualizing Chatgpt Used in Higher Education: Publication Trend, Disciplinary Domains, Research Themes, Adoption and Acceptance
T Ma - Computers and Education: Artificial Intelligence, 2024 - Elsevier
Since it was released in November 2022, ChatGPT has been exerting revolutionary
influence on the realm of higher education. In order to obtain a comprehensive …
influence on the realm of higher education. In order to obtain a comprehensive …
Feedback-generation for programming exercises with gpt-4
Ever since Large Language Models (LLMs) and related applications have become broadly
available, several studies investigated their potential for assisting educators and supporting …
available, several studies investigated their potential for assisting educators and supporting …
Analyzing Chat Protocols of Novice Programmers Solving Introductory Programming Tasks with ChatGPT
A Scholl, D Schiffner, N Kiesler - arxiv preprint arxiv:2405.19132, 2024 - arxiv.org
Large Language Models (LLMs) have taken the world by storm, and students are assumed
to use related tools at a great scale. In this research paper we aim to gain an understanding …
to use related tools at a great scale. In this research paper we aim to gain an understanding …
You're (Not) My Type‐Can LLMs Generate Feedback of Specific Types for Introductory Programming Tasks?
Background Feedback as one of the most influential factors for learning has been subject to
a great body of research. It plays a key role in the development of educational technology …
a great body of research. It plays a key role in the development of educational technology …
How Novice Programmers Use and Experience ChatGPT when Solving Programming Exercises in an Introductory Course
A Scholl, N Kiesler - arxiv preprint arxiv:2407.20792, 2024 - arxiv.org
This research paper contributes to the computing education research community's
understanding of Generative AI (GenAI) in the context of introductory programming, and …
understanding of Generative AI (GenAI) in the context of introductory programming, and …
Automating autograding: Large language models as test suite generators for introductory programming
Background Automatically graded programming assignments provide instant feedback to
students and significantly reduce manual grading time for instructors. However, creating …
students and significantly reduce manual grading time for instructors. However, creating …
Beyond the Hype: A Comprehensive Review of Current Trends in Generative AI Research, Teaching Practices, and Tools
Generative AI (GenAI) is advancing rapidly, and the literature in computing education is
expanding almost as quickly. Initial responses to GenAI tools were mixed between panic …
expanding almost as quickly. Initial responses to GenAI tools were mixed between panic …
Evaluating the application of large language models to generate feedback in programming education
This study investigates the application of large language models, specifically GPT-4, to
enhance programming education. The research outlines the design of a web application that …
enhance programming education. The research outlines the design of a web application that …
Generative Artificial Intelligence in teaching and learning of ICT engineering education: A literature review and illustrative scenarios
This paper presents a comprehensive literature review on the integration of Generative
Artificial Intelligence (Gen AI) in the teaching and learning processes within Information and …
Artificial Intelligence (Gen AI) in the teaching and learning processes within Information and …