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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 …
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 …
Evaluating language models for generating and judging programming feedback
The emergence of large language models (LLMs) has transformed research and practice
across a wide range of domains. Within the computing education research (CER) domain …
across a wide range of domains. Within the computing education research (CER) domain …
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 …
61A Bot Report: AI Assistants in CS1 Save Students Homework Time and Reduce Demands on Staff.(Now What?)
LLM-based chatbots enable students to get immediate, interactive help on homework
assignments, but even a thoughtfully-designed bot may not serve all pedagogical goals. We …
assignments, but even a thoughtfully-designed bot may not serve all pedagogical goals. We …
Analyzing Pedagogical Quality and Efficiency of LLM Responses with TA Feedback to Live Student Questions
While Large Language Models (LLMs) have emerged as promising methods for automated
student question-answering, guaranteeing consistent instructional effectiveness of the …
student question-answering, guaranteeing consistent instructional effectiveness of the …
[PDF][PDF] Fostering metacognitive skills in programming: Leveraging ai to reflect on code
The increasing use of AI among students has significant implications for established
practices across all disciplines. In the specific case of programming in Computer Science …
practices across all disciplines. In the specific case of programming in Computer Science …
Analysis of Generative AI Policies in Computing Course Syllabi
Since the release of ChatGPT in 2022, Generative AI (GenAI) is increasingly being used in
higher education computing classrooms across the United States. While scholars have …
higher education computing classrooms across the United States. While scholars have …
Novice Learners of Programming and Generative AI-Prior Knowledge Matters
With the broad availability of Generative AI (GenAI), introductory programming education is
starting to change. At Nuremberg Tech, we observed the doubling of failure rates to …
starting to change. At Nuremberg Tech, we observed the doubling of failure rates to …