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 …
[HTML][HTML] Fine-tuning and prompt engineering for large language models-based code review automation
C Pornprasit, C Tantithamthavorn - Information and Software Technology, 2024 - Elsevier
Context: The rapid evolution of Large Language Models (LLMs) has sparked significant
interest in leveraging their capabilities for automating code review processes. Prior studies …
interest in leveraging their capabilities for automating code review processes. Prior studies …
An empirical study of the non-determinism of chatgpt in code generation
There has been a recent explosion of research on Large Language Models (LLMs) for
software engineering tasks, in particular code generation. However, results from LLMs can …
software engineering tasks, in particular code generation. However, results from LLMs can …
On the effectiveness of large language models in domain-specific code generation
Large language models (LLMs) such as ChatGPT have shown remarkable capabilities in
code generation. Despite significant achievements, they rely on enormous training data to …
code generation. Despite significant achievements, they rely on enormous training data to …
Exploring the capabilities of llms for code change related tasks
Developers deal with code-change-related tasks daily, eg, reviewing code. Pre-trained code
and code-change-oriented models have been adapted to help developers with such tasks …
and code-change-oriented models have been adapted to help developers with such tasks …
On the evaluation of large language models in unit test generation
Unit testing is an essential activity in software development for verifying the correctness of
software components. However, manually writing unit tests is challenging and time …
software components. However, manually writing unit tests is challenging and time …
Large language models for education: A survey and outlook
The advent of Large Language Models (LLMs) has brought in a new era of possibilities in
the realm of education. This survey paper summarizes the various technologies of LLMs in …
the realm of education. This survey paper summarizes the various technologies of LLMs in …
Cycle: Learning to self-refine the code generation
Pre-trained code language models have achieved promising performance in code
generation and improved the programming efficiency of human developers. However, their …
generation and improved the programming efficiency of human developers. However, their …
A survey on large language models for software engineering
Software Engineering (SE) is the systematic design, development, and maintenance of
software applications, underpinning the digital infrastructure of our modern mainworld. Very …
software applications, underpinning the digital infrastructure of our modern mainworld. Very …