[HTML][HTML] A survey of GPT-3 family large language models including ChatGPT and GPT-4
KS Kalyan - Natural Language Processing Journal, 2024 - Elsevier
Large language models (LLMs) are a special class of pretrained language models (PLMs)
obtained by scaling model size, pretraining corpus and computation. LLMs, because of their …
obtained by scaling model size, pretraining corpus and computation. LLMs, because of their …
Adapting large language models for education: Foundational capabilities, potentials, and challenges
Online education platforms, leveraging the internet to distribute education resources, seek to
provide convenient education but often fall short in real-time communication with students …
provide convenient education but often fall short in real-time communication with students …
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 …
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 …
Evaluating Contextually Personalized Programming Exercises Created with Generative AI
Programming skills are typically developed through completing various hands-on exercises.
Such programming problems can be contextualized to students' interests and cultural …
Such programming problems can be contextualized to students' interests and cultural …
Neural Task Synthesis for Visual Programming
Generative neural models hold great promise in enhancing programming education by
synthesizing new content. We seek to design neural models that can automatically generate …
synthesizing new content. We seek to design neural models that can automatically generate …
Evaluating the effectiveness of llms in introductory computer science education: A semester-long field study
The integration of AI assistants, especially through the development of Large Language
Models (LLMs), into computer science education has sparked significant debate …
Models (LLMs), into computer science education has sparked significant debate …
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 …