Get our free extension to see links to code for papers anywhere online!

Chrome logo  Add to Chrome

Firefox logo Add to Firefox

AdaptivePaste: Code Adaptation through Learning Semantics-aware Variable Usage Representations



Xiaoyu Liu , Jinu Jang , Neel Sundaresan , Miltiadis Allamanis , Alexey Svyatkovskiy


   Access Paper or Ask Questions

CodeReviewer: Pre-Training for Automating Code Review Activities



Zhiyu Li , Shuai Lu , Daya Guo , Nan Duan , Shailesh Jannu , Grant Jenks , Deep Majumder , Jared Green , Alexey Svyatkovskiy , Shengyu Fu , Neel Sundaresan

* Preprint; 17 pages 

   Access Paper or Ask Questions

ReACC: A Retrieval-Augmented Code Completion Framework



Shuai Lu , Nan Duan , Hojae Han , Daya Guo , Seung-won Hwang , Alexey Svyatkovskiy

* Published in ACL 2022 

   Access Paper or Ask Questions

Long-Range Modeling of Source Code Files with eWASH: Extended Window Access by Syntax Hierarchy



Colin B. Clement , Shuai Lu , Xiaoyu Liu , Michele Tufano , Dawn Drain , Nan Duan , Neel Sundaresan , Alexey Svyatkovskiy

* EMNLP 2021 camera ready 

   Access Paper or Ask Questions

MergeBERT: Program Merge Conflict Resolution via Neural Transformers



Alexey Svyatkovskiy , Todd Mytkowicz , Negar Ghorbani , Sarah Fakhoury , Elizabeth Dinella , Christian Bird , Neel Sundaresan , Shuvendu Lahiri

* 16 pages, 7 figures 

   Access Paper or Ask Questions

Learning to Generate Code Sketches



Daya Guo , Alexey Svyatkovskiy , Jian Yin , Nan Duan , Marc Brockschmidt , Miltiadis Allamanis


   Access Paper or Ask Questions

Generating Bug-Fixes Using Pretrained Transformers



Dawn Drain , Chen Wu , Alexey Svyatkovskiy , Neel Sundaresan


   Access Paper or Ask Questions

CodeXGLUE: A Machine Learning Benchmark Dataset for Code Understanding and Generation



Shuai Lu , Daya Guo , Shuo Ren , Junjie Huang , Alexey Svyatkovskiy , Ambrosio Blanco , Colin Clement , Dawn Drain , Daxin Jiang , Duyu Tang , Ge Li , Lidong Zhou , Linjun Shou , Long Zhou , Michele Tufano , Ming Gong , Ming Zhou , Nan Duan , Neel Sundaresan , Shao Kun Deng , Shengyu Fu , Shujie Liu


   Access Paper or Ask Questions

PyMT5: multi-mode translation of natural language and Python code with transformers



Colin B. Clement , Dawn Drain , Jonathan Timcheck , Alexey Svyatkovskiy , Neel Sundaresan

* 14 pages, 7 figures, 5 tables, EMNLP 2020 camera ready version 

   Access Paper or Ask Questions

1
2
>>