The robots are here: Navigating the generative ai revolution in computing education
Recent advancements in artificial intelligence (AI) and specifically generative AI (GenAI) are
threatening to fundamentally reshape computing and society. Largely driven by large …
threatening to fundamentally reshape computing and society. Largely driven by large …
Generative AI for Education (GAIED): Advances, Opportunities, and Challenges
This survey article has grown out of the GAIED (pronounced" guide") workshop organized by
the authors at the NeurIPS 2023 conference. We organized the GAIED workshop as part of a …
the authors at the NeurIPS 2023 conference. We organized the GAIED workshop as part of a …
Generative ai for programming education: Benchmarking chatgpt, gpt-4, and human tutors
Generative AI and large language models hold great promise in enhancing computing
education by powering next-generation educational technologies. State-of-the-art models …
education by powering next-generation educational technologies. State-of-the-art models …
Evaluating ChatGPT and GPT-4 for Visual Programming
A Singla - Proceedings of the 2023 ACM Conference on …, 2023 - dl.acm.org
Generative AI has the potential to drastically improve the landscape of computing education
by automatically generating personalized feedback and content. In particular, this potential …
by automatically generating personalized feedback and content. In particular, this potential …
Automating human tutor-style programming feedback: Leveraging gpt-4 tutor model for hint generation and gpt-3.5 student model for hint validation
Generative AI and large language models hold great promise in enhancing programming
education by automatically generating individualized feedback for students. We investigate …
education by automatically generating individualized feedback for students. We investigate …
Large Language Models for In-Context Student Modeling: Synthesizing Student's Behavior in Visual Programming from One-Shot Observation
Student modeling is central to many educational technologies as it enables the prediction of
future learning outcomes and targeted instructional strategies. However, open-ended …
future learning outcomes and targeted instructional strategies. However, open-ended …
Task Synthesis for Elementary Visual Programming in XLogoOnline Environment
In recent years, the XLogoOnline programming platform has gained popularity among
novice learners. It integrates the Logo programming language with visual programming …
novice learners. It integrates the Logo programming language with visual programming …
Synthesizing a Progression of Subtasks for Block-Based Visual Programming Tasks
Block-based visual programming environments play an increasingly important role in
introducing computing concepts to K-12 students. In recent years, they have also gained …
introducing computing concepts to K-12 students. In recent years, they have also gained …
[HTML][HTML] PharmaSimText: A Text-Based Educational Playground filled with RL-LLM Agents That Work Together Even in Disagreement
There has been a growing interest in developing simulated learners to enhance learning
and teaching experiences in educational environments. However, existing works have …
and teaching experiences in educational environments. However, existing works have …
Benchmarking Generative Models on Computational Thinking Tests in Elementary Visual Programming
VA Pădurean, A Singla - arXiv preprint arXiv:2406.09891, 2024 - arxiv.org
Generative models have demonstrated human-level proficiency in various benchmarks
across domains like programming, natural sciences, and general knowledge. Despite these …
across domains like programming, natural sciences, and general knowledge. Despite these …