Papers Contextual Embedding for Source Code

“Contextual Embedding for Source Code” 태그가 달린 논문 2편 · 필터 해제

CodeTrans: Towards Cracking the Language of Silicon's Code Through Self-Supervised Deep Learning and High Performance Computing

2021-04-06 · Ahmed Elnaggar, Wei Ding, Llion Jones, Tom Gibbs 외

Currently, a growing number of mature natural language processing applications make people's life more convenient. Such applications are built by source code - the language in software engineering. However, the applicati…

API Sequence Recommendation Code Comment Generation Code Documentation Generation Code Generation+7

Learning and Evaluating Contextual Embedding of Source Code

2019-12-21 · ICML 2020 1 · Aditya Kanade, Petros Maniatis, Gogul Balakrishnan, Kensen Shi

Recent research has achieved impressive results on understanding and improving source code by building up on machine-learning techniques developed for natural languages. A significant advancement in natural-language unde…

Contextual Embedding for Source Code Exception type Function-docstring mismatch Natural Language Understanding+4