Deep learning for code intelligence: Survey, benchmark and toolkit

Y Wan, Z Bi, Y He, J Zhang, H Zhang, Y Sui… - ACM Computing …, 2024 - dl.acm.org
Code intelligence leverages machine learning techniques to extract knowledge from
extensive code corpora, with the aim of develo** intelligent tools to improve the quality …

Livecodebench: Holistic and contamination free evaluation of large language models for code

N Jain, K Han, A Gu, WD Li, F Yan, T Zhang… - ar** enables developers to annotate types of their own choosing, offering a
flexible middle ground between no type annotations and a fully statically typed language. As …