| Code Generation as a Dual Task of Code Summarization | Bolin Wei · Ge Li · Xin Xia · Zhiyi Fu · Zhi Jin |
| Compiler Auto-Vectorization with Imitation Learning | Charith Mendis · Cambridge Yang · Yewen Pu · Dr.Saman Amarasinghe · Michael Carbin |
| Learning Transferable Graph Exploration | Hanjun Dai · Yujia Li · Chenglong Wang · Rishabh Singh · Po-Sen Huang · Pushmeet Kohli |
| Neural Attribution for Semantic Bug-Localization in Student Programs | Rahul Gupta · Aditya Kanade · Shirish Shevade |
| Program Synthesis and Semantic Parsing with Learned Code Idioms | Eui Chul Shin · Miltiadis Allamanis · Marc Brockschmidt · Alex Polozov |
| SPoC: Search-based Pseudocode to Code | Sumith Kulal · Panupong Pasupat · Kartik Chandra · Mina Lee · Oded Padon · Alex Aiken · Percy Liang |
| Write, Execute, Assess: Program Synthesis with a REPL | Kevin Ellis · Maxwell Nye · Yewen Pu · Felix Sosa · Josh Tenenbaum · Armando Solar-Lezama |