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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 …
Generative software engineering
The rapid development of deep learning techniques, improved computational power, and
the availability of vast training data have led to significant advancements in pre-trained …
the availability of vast training data have led to significant advancements in pre-trained …
Foundational challenges in assuring alignment and safety of large language models
This work identifies 18 foundational challenges in assuring the alignment and safety of large
language models (LLMs). These challenges are organized into three different categories …
language models (LLMs). These challenges are organized into three different categories …
Unifying the perspectives of nlp and software engineering: A survey on language models for code
Z Zhang, C Chen, B Liu, C Liao, Z Gong, H Yu… - arxiv preprint arxiv …, 2023 - arxiv.org
In this work we systematically review the recent advancements in software engineering with
language models, covering 70+ models, 40+ evaluation tasks, 180+ datasets, and 900 …
language models, covering 70+ models, 40+ evaluation tasks, 180+ datasets, and 900 …
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 …
A survey of conversational search
As a cornerstone of modern information access, search engines have become
indispensable in everyday life. With the rapid advancements in AI and natural language …
indispensable in everyday life. With the rapid advancements in AI and natural language …
Specrover: Code intent extraction via llms
Autonomous program improvement typically involves automatically producing bug fixes and
feature additions. Such program improvement can be accomplished by a combination of …
feature additions. Such program improvement can be accomplished by a combination of …
Beyond functional correctness: Investigating coding style inconsistencies in large language models
Large language models (LLMs) have brought a paradigm shift to the field of code
generation, offering the potential to enhance the software development process. However …
generation, offering the potential to enhance the software development process. However …
Agents in software engineering: Survey, landscape, and vision
In recent years, Large Language Models (LLMs) have achieved remarkable success and
have been widely used in various downstream tasks, especially in the tasks of the software …
have been widely used in various downstream tasks, especially in the tasks of the software …
Test-case-driven programming understanding in large language models for better code generation
Code generation is to automatically generate source code conforming to a given
programming specification, which has received extensive attention especially with the …
programming specification, which has received extensive attention especially with the …