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Large language models for software engineering: A systematic literature review
Large Language Models (LLMs) have significantly impacted numerous domains, including
Software Engineering (SE). Many recent publications have explored LLMs applied to …
Software Engineering (SE). Many recent publications have explored LLMs applied to …
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 …
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 …
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 …
Purple llama cyberseceval: A secure coding benchmark for language models
This paper presents CyberSecEval, a comprehensive benchmark developed to help bolster
the cybersecurity of Large Language Models (LLMs) employed as coding assistants. As …
the cybersecurity of Large Language Models (LLMs) employed as coding assistants. As …
Large language models for supply chain optimization
Supply chain operations traditionally involve a variety of complex decision making problems.
Over the last few decades, supply chains greatly benefited from advances in computation …
Over the last few decades, supply chains greatly benefited from advances in computation …
How beginning programmers and code llms (mis) read each other
Generative AI models, specifically large language models (LLMs), have made strides
towards the long-standing goal of text-to-code generation. This progress has invited …
towards the long-standing goal of text-to-code generation. This progress has invited …
A survey on large language models for software engineering
Software Engineering (SE) is the systematic design, development, maintenance, and
management of software applications underpinning the digital infrastructure of our modern …
management of software applications underpinning the digital infrastructure of our modern …
From llms to llm-based agents for software engineering: A survey of current, challenges and future
With the rise of large language models (LLMs), researchers are increasingly exploring their
applications in var ious vertical domains, such as software engineering. LLMs have …
applications in var ious vertical domains, such as software engineering. LLMs have …
How do data analysts respond to ai assistance? a wizard-of-oz study
Data analysis is challenging as analysts must navigate nuanced decisions that may yield
divergent conclusions. AI assistants have the potential to support analysts in planning their …
divergent conclusions. AI assistants have the potential to support analysts in planning their …