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- Publications
- Influence
Learning to Represent Programs with Graphs
- Miltiadis Allamanis, Marc Brockschmidt, M. Khademi
- Computer Science, Mathematics
- ICLR
- 1 November 2017
TLDR
A Convolutional Attention Network for Extreme Summarization of Source Code
- Miltiadis Allamanis, Hao Peng, Charles Sutton
- Computer Science, Mathematics
- ICML
- 9 February 2016
TLDR
Suggesting accurate method and class names
- Miltiadis Allamanis, E. Barr, C. Bird, Charles Sutton
- Computer Science
- ESEC/SIGSOFT FSE
- 30 August 2015
TLDR
Mining source code repositories at massive scale using language modeling
- Miltiadis Allamanis, Charles Sutton
- Computer Science
- 10th Working Conference on Mining Software…
- 18 May 2013
TLDR
Learning natural coding conventions
- Miltiadis Allamanis, E. Barr, Charles Sutton
- Computer Science
- FSE
- 17 February 2014
TLDR
Constrained Graph Variational Autoencoders for Molecule Design
- Qi Liu, Miltiadis Allamanis, Marc Brockschmidt, Alexander L. Gaunt
- Computer Science, Mathematics
- NeurIPS
- 23 May 2018
TLDR
A Survey of Machine Learning for Big Code and Naturalness
- Miltiadis Allamanis, E. Barr, Premkumar T. Devanbu, Charles Sutton
- Computer Science
- ACM Comput. Surv.
- 18 September 2017
TLDR
Deep learning type inference
- Vincent J. Hellendoorn, C. Bird, E. Barr, Miltiadis Allamanis
- Computer Science
- ESEC/SIGSOFT FSE
- 26 October 2018
TLDR
Mining idioms from source code
- Miltiadis Allamanis, Charles Sutton
- Computer Science
- FSE
- 1 April 2014
TLDR
Bimodal Modelling of Source Code and Natural Language
- Miltiadis Allamanis, Daniel Tarlow, A. Gordon, Y. Wei
- Computer Science
- ICML
- 6 July 2015
TLDR