A survey of large language models for code: Evolution, benchmarking, and future trends
General large language models (LLMs), represented by ChatGPT, have demonstrated
significant potential in tasks such as code generation in software engineering. This has led …
significant potential in tasks such as code generation in software engineering. This has led …
[HTML][HTML] Advances and Challenges in Low-Resource-Environment Software Systems: A Survey
A low-resource environment has limitations in terms of resources, such as limited network
availability and low-powered computing devices. In such environments, it is arguably more …
availability and low-powered computing devices. In such environments, it is arguably more …
Learning agent-based modeling with LLM companions: Experiences of novices and experts using ChatGPT & NetLogo chat
Large Language Models (LLMs) have the potential to fundamentally change the way people
engage in computer programming. Agent-based modeling (ABM) has become ubiquitous in …
engage in computer programming. Agent-based modeling (ABM) has become ubiquitous in …
The potential of LLMs for coding with low-resource and domain-specific programming languages
A Tarassow - arxiv preprint arxiv:2307.13018, 2023 - arxiv.org
This paper presents a study on the feasibility of using large language models (LLM) for
coding with low-resource and domain-specific programming languages that typically lack …
coding with low-resource and domain-specific programming languages that typically lack …
Automatic detection of llm-generated code: A case study of claude 3 haiku
Using Large Language Models (LLMs) has gained popularity among software developers
for generating source code. However, the use of LLM-generated code can introduce risks of …
for generating source code. However, the use of LLM-generated code can introduce risks of …
Investigating the transferability of code repair for low-resource programming languages
Large language models (LLMs) have shown remarkable performance on code generation
tasks. A recent use case is iterative code repair, where an LLM fixes an incorrect program by …
tasks. A recent use case is iterative code repair, where an LLM fixes an incorrect program by …
Non-Autoregressive Line-Level Code Completion
Software developers frequently use code completion tools to accelerate software
development by suggesting the following code elements. Researchers usually employ …
development by suggesting the following code elements. Researchers usually employ …