1. A Survey of Machine Learning for Big Code and Naturalness
2. Miltiadis Allamanis , Earl T. Barr , Soline Ducousso , and Zheng Gao . 2020 . Typilus: Neural Type Hints. In PLDI. Miltiadis Allamanis, Earl T. Barr, Soline Ducousso, and Zheng Gao. 2020. Typilus: Neural Type Hints. In PLDI.
3. Miltiadis Allamanis , Marc Brockschmidt , and Mahmoud Khademi . 2018 . Learning to Represent Programs with Graphs . In 6th International Conference on Learning Representations, ICLR 2018, Vancouver, BC, Canada, April 30 - May 3, 2018, Conference Track Proceedings. https://openreview.net/forum?id=BJOFETxR- Miltiadis Allamanis, Marc Brockschmidt, and Mahmoud Khademi. 2018. Learning to Represent Programs with Graphs. In 6th International Conference on Learning Representations, ICLR 2018, Vancouver, BC, Canada, April 30 - May 3, 2018, Conference Track Proceedings. https://openreview.net/forum?id=BJOFETxR-
4. Uri Alon , Shaked Brody , Omer Levy , and Eran Yahav . 2019 . code2seq: Generating Sequences from Structured Representations of Code . In 7th International Conference on Learning Representations, ICLR 2019 , New Orleans, LA, USA , May 6-9, 2019. https://openreview.net/forum?id=H1gKYo09tX Uri Alon, Shaked Brody, Omer Levy, and Eran Yahav. 2019. code2seq: Generating Sequences from Structured Representations of Code. In 7th International Conference on Learning Representations, ICLR 2019, New Orleans, LA, USA, May 6-9, 2019. https://openreview.net/forum?id=H1gKYo09tX