Large Language models (LLMs) can be induced to solve non-trivial problem...
Large Language Models (LLM) are a new class of computation engines,
"pro...
Reverse engineering binaries is required to understand and analyse progr...
Very large language models (LLMs), such as GPT-3 and Codex have achieved...
Pre-trained Generative Language models (e.g. PLBART, CodeT5, SPT-Code) f...
Foundation models (e.g., CodeBERT, GraphCodeBERT, CodeT5) work well for ...
Well-trained machine-learning models, which leverage large amounts of
op...
Beginning programmers struggle with the complex grammar of modern progra...
Much software, whether beneficent or malevolent, is distributed only as
...
Machine Learning models from other fields, like Computational Linguistic...
Both professional coders and teachers frequently deal with imperfect
(fr...
Fault-detection, localization, and repair methods are vital to software
...
Open Source Software (OSS) project success relies on crowd contributions...
Research at the intersection of machine learning, programming languages,...
Most application development happens in the context of complex APIs;
ref...