Starcoder 2 and the stack v2: The next generation
The BigCode project, an open-scientific collaboration focused on the responsible
development of Large Language Models for Code (Code LLMs), introduces StarCoder2. In …
development of Large Language Models for Code (Code LLMs), introduces StarCoder2. In …
The Widening Gap: The Benefits and Harms of Generative AI for Novice Programmers
Novice programmers often struggle through programming problem solving due to a lack of
metacognitive awareness and strategies. Previous research has shown that novices can …
metacognitive awareness and strategies. Previous research has shown that novices can …
Creativity, Generative AI, and Software Development: A Research Agenda
Creativity has always been considered a major differentiator to separate the good from the
great, and we believe the importance of creativity for software development will only …
great, and we believe the importance of creativity for software development will only …
Benchmarks and Metrics for Evaluations of Code Generation: A Critical Review
DG Paul, H Zhu, I Bayley - arXiv preprint arXiv:2406.12655, 2024 - arxiv.org
With the rapid development of Large Language Models (LLMs), a large number of machine
learning models have been developed to assist programming tasks including the generation …
learning models have been developed to assist programming tasks including the generation …
Rethinking Software Engineering in the Foundation Model Era: From Task-Driven AI Copilots to Goal-Driven AI Pair Programmers
The advent of Foundation Models (FMs) and AI-powered copilots has transformed the
landscape of software development, offering unprecedented code completion capabilities …
landscape of software development, offering unprecedented code completion capabilities …
Exploring the problems, their causes and solutions of AI pair programming: A study on GitHub and Stack Overflow
With the recent advancement of Artificial Intelligence (AI) and Large Language Models
(LLMs), AI-based code generation tools become a practical solution for software …
(LLMs), AI-based code generation tools become a practical solution for software …
Statically Contextualizing Large Language Models with Typed Holes
Large language models (LLMs) have reshaped the landscape of program synthesis.
However, contemporary LLM-based code completion systems often hallucinate broken code …
However, contemporary LLM-based code completion systems often hallucinate broken code …
The Impact of Hyperparameters on Large Language Model Inference Performance: An Evaluation of vLLM and HuggingFace Pipelines
M Martinez - arXiv preprint arXiv:2408.01050, 2024 - arxiv.org
The recent surge of open-source large language models (LLMs) enables developers to
create AI-based solutions while maintaining control over aspects such as privacy and …
create AI-based solutions while maintaining control over aspects such as privacy and …
Requirements are All You Need: The Final Frontier for End-User Software Engineering
What if end users could own the software development lifecycle from conception to
deployment using only requirements expressed in language, images, video or audio? We …
deployment using only requirements expressed in language, images, video or audio? We …
What Guides Our Choices? Modeling Developers' Trust and Behavioral Intentions Towards GenAI
Generative AI (genAI) tools, such as ChatGPT or Copilot, are advertised to improve
developer productivity and are being integrated into software development. However …
developer productivity and are being integrated into software development. However …