Structural Language Models of Code

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Structural Language Models of Code

30 September 2019

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Papers citing "Structural Language Models of Code"

16 / 16 papers shown

Title
Write, Execute, Assess: Program Synthesis with a REPL Kevin Ellis Maxwell Nye Yewen Pu Felix Sosa J. Tenenbaum Armando Solar-Lezama 84 166 0 09 Jun 2019
Learning Programmatic Idioms for Scalable Semantic Parsing Srini Iyer Alvin Cheung Luke Zettlemoyer 69 45 0 19 Apr 2019
Learning Neurosymbolic Generative Models via Program Synthesis Halley Young Osbert Bastani Mayur Naik NAI 54 31 0 24 Jan 2019
The Adverse Effects of Code Duplication in Machine Learning Models of Code Miltiadis Allamanis 61 320 0 16 Dec 2018
Structured Neural Summarization Patrick Fernandes Miltiadis Allamanis Marc Brockschmidt GNN 85 212 0 05 Nov 2018
Open Vocabulary Learning on Source Code with a Graph-Structured Cache Milan Cvitkovic Badal Singh Anima Anandkumar 53 50 0 18 Oct 2018
TRANX: A Transition-based Neural Abstract Syntax Parser for Semantic Parsing and Code Generation Pengcheng Yin Graham Neubig MU 61 232 0 05 Oct 2018
Spider: A Large-Scale Human-Labeled Dataset for Complex and Cross-Domain Semantic Parsing and Text-to-SQL Task Tao Yu Rui Zhang Kai-Chou Yang Michihiro Yasunaga Dongxu Wang ... Irene Li Qingning Yao Shanelle Roman Zilin Zhang Dragomir R. Radev RALM 95 1,233 0 24 Sep 2018
Learning to Represent Programs with Graphs Miltiadis Allamanis Marc Brockschmidt Mahmoud Khademi GNN NAI 123 803 0 01 Nov 2017
Neural Attribute Machines for Program Generation Matthew Amodio Swarat Chaudhuri Thomas W. Reps 49 35 0 25 May 2017
Towards String-to-Tree Neural Machine Translation Roee Aharoni Yoav Goldberg NAI 49 154 0 16 Apr 2017
OpenNMT: Open-Source Toolkit for Neural Machine Translation Guillaume Klein Yoon Kim Yuntian Deng Jean Senellart Alexander M. Rush 330 1,900 0 10 Jan 2017
DeepCoder: Learning to Write Programs Matej Balog Alexander L. Gaunt Marc Brockschmidt Sebastian Nowozin Daniel Tarlow AIMat NAI 88 572 0 07 Nov 2016
Incorporating Copying Mechanism in Sequence-to-Sequence Learning Jiatao Gu Zhengdong Lu Hang Li Victor O.K. Li 194 1,539 0 21 Mar 2016
Effective Approaches to Attention-based Neural Machine Translation Thang Luong Hieu H. Pham Christopher D. Manning 382 7,964 0 17 Aug 2015
Structured Generative Models of Natural Source Code Chris J. Maddison Daniel Tarlow 82 171 0 02 Jan 2014