Domain specialization as the key to make large language models disruptive: A comprehensive survey
Large language models (LLMs) have significantly advanced the field of natural language
processing (NLP), providing a highly useful, task-agnostic foundation for a wide range of …
processing (NLP), providing a highly useful, task-agnostic foundation for a wide range of …
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 …
The promise and challenges of generative AI in education
Generative artificial intelligence (GenAI) tools, such as large language models (LLMs),
generate natural language and other types of content to perform a wide range of tasks. This …
generate natural language and other types of content to perform a wide range of tasks. This …
How novices use LLM-based code generators to solve CS1 coding tasks in a self-paced learning environment
As Large Language Models (LLMs) gain in popularity, it is important to understand how
novice programmers use them and the effect they have on learning to code. We present the …
novice programmers use them and the effect they have on learning to code. We present the …
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 …
Codeaid: Evaluating a classroom deployment of an llm-based programming assistant that balances student and educator needs
Timely, personalized feedback is essential for students learning programming. LLM-
powered tools like ChatGPT offer instant support, but reveal direct answers with code, which …
powered tools like ChatGPT offer instant support, but reveal direct answers with code, which …
Enhancing llm-based feedback: Insights from intelligent tutoring systems and the learning sciences
Abstract The field of Artificial Intelligence in Education (AIED) focuses on the intersection of
technology, education, and psychology, placing a strong emphasis on supporting learners' …
technology, education, and psychology, placing a strong emphasis on supporting learners' …
Knowledge transfer from high-resource to low-resource programming languages for code llms
Over the past few years, Large Language Models of Code (Code LLMs) have started to have
a significant impact on programming practice. Code LLMs are also emerging as building …
a significant impact on programming practice. Code LLMs are also emerging as building …
Cref: An llm-based conversational software repair framework for programming tutors
With the proven effectiveness of L arge L anguage M odels (LLMs) in code-related tasks,
researchers have explored their potential for program repair. However, existing repair …
researchers have explored their potential for program repair. However, existing repair …