Large language models (LLMs) have revolutionized the field of artificial intelligence,
enabling natural language processing tasks that were previously thought to be exclusive to …

The BigCode project, an open-scientific collaboration focused on the responsible
development of Large Language Models for Code (Code LLMs), introduces StarCoder2. In …

We explore the novel application of Large Language Models to code optimization. We
present a 7B-parameter transformer model trained from scratch to optimize LLVM assembly …

Code translation aims to convert source code from one programming language (PL) to
another. Given the promising abilities of large language models (LLMs) in code synthesis …

In this work we systematically review the recent advancements in code processing with
language models, covering 50+ models, 30+ evaluation tasks, 170+ datasets, and 700 …

Code translation aims to convert source code from one programming language (PL) to
another. Given the promising abilities of large language models (LLMs) in code synthesis …

Code translation tools, namely transpilers, are developed for automatic source-to-source
translation. Latest learning-based transpilers have shown impressive enhancement against …

Developers often dedicate significant time to maintaining and refactoring existing code.
However, most prior work on generative models for code focuses solely on creating new …

Code style refers to attributes of computer programs that affect their readability,
maintainability, and performance. Enterprises consider code style as important and enforce …

With easier access to powerful compute resources, there is a growing trend in AI for software
development to develop larger language models (LLMs) to address a variety of …