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Towards an understanding of large language models in software engineering tasks
Abstract Large Language Models (LLMs) have drawn widespread attention and research
due to their astounding performance in text generation and reasoning tasks. Derivative …
due to their astounding performance in text generation and reasoning tasks. Derivative …
An HCI-centric survey and taxonomy of human-generative-AI interactions
Generative AI (GenAI) has shown remarkable capabilities in generating diverse and realistic
content across different formats like images, videos, and text. In Generative AI, human …
content across different formats like images, videos, and text. In Generative AI, human …
Large language models for software engineering: Survey and open problems
This paper provides a survey of the emerging area of Large Language Models (LLMs) for
Software Engineering (SE). It also sets out open research challenges for the application of …
Software Engineering (SE). It also sets out open research challenges for the application 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 …
Computing education in the era of generative AI
Computing Education in the Era of Generative AI Page 1 key insights ˽ Generative AI
presents challenges and opportunities for computing education, necessitating updated …
presents challenges and opportunities for computing education, necessitating updated …
Is ChatGPT the ultimate programming assistant--how far is it?
Recently, the ChatGPT LLM has received great attention: it can be used as a bot for
discussing source code, prompting it to suggest changes, provide descriptions or even …
discussing source code, prompting it to suggest changes, provide descriptions or even …
Using an llm to help with code understanding
Understanding code is challenging, especially when working in new and complex
development environments. Code comments and documentation can help, but are typically …
development environments. Code comments and documentation can help, but are typically …
“It's weird that it knows what i want”: Usability and interactions with copilot for novice programmers
Recent developments in deep learning have resulted in code-generation models that
produce source code from natural language and code-based prompts with high accuracy …
produce source code from natural language and code-based prompts with high accuracy …
Comparing code explanations created by students and large language models
Reasoning about code and explaining its purpose are fundamental skills for computer
scientists. There has been extensive research in the field of computing education on the …
scientists. There has been extensive research in the field of computing education on the …
From" Ban it till we understand it" to" Resistance is futile": How university programming instructors plan to adapt as more students use AI code generation and …
Over the past year (2022–2023), recently-released AI tools such as ChatGPT and GitHub
Copilot have gained significant attention from computing educators. Both researchers and …
Copilot have gained significant attention from computing educators. Both researchers and …