Program Synthesis and Semantic Parsing with Learned Code Idioms

26 June 2019

Papers citing "Program Synthesis and Semantic Parsing with Learned Code Idioms"

26 / 26 papers shown

Title
Full Line Code Completion: Bringing AI to Desktop Anton Semenkin Vitaliy Bibaev Yaroslav Sokolov Kirill Krylov Alexey Kalina ... Mikhail Podvitskii Petr Surkov Yaroslav Golubev Nikita Povarov T. Bryksin 74 2 0 14 May 2024
Encoding Database Schemas with Relation-Aware Self-Attention for Text-to-SQL Parsers Richard Shin 3DV 36 14 0 27 Jun 2019
Learning Programmatic Idioms for Scalable Semantic Parsing Srini Iyer Alvin Cheung Luke Zettlemoyer 64 45 0 19 Apr 2019
A Grammar-Based Structural CNN Decoder for Code Generation Zeyu Sun Qihao Zhu Lili Mou Yingfei Xiong Ge Li Lu Zhang 40 127 0 14 Nov 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 92 1,229 0 24 Sep 2018
StructVAE: Tree-structured Latent Variable Models for Semi-supervised Semantic Parsing Pengcheng Yin Chunting Zhou Junxian He Graham Neubig GNN 69 102 0 20 Jun 2018
Learning to Mine Aligned Code and Natural Language Pairs from Stack Overflow Pengcheng Yin Bowen Deng Edgar Chen Bogdan Vasilescu Graham Neubig 59 302 0 23 May 2018
Generative Code Modeling with Graphs Marc Brockschmidt Miltiadis Allamanis Alexander L. Gaunt Oleksandr Polozov 73 178 0 22 May 2018
Coarse-to-Fine Decoding for Neural Semantic Parsing Li Dong Mirella Lapata NAI 72 393 0 12 May 2018
Neural-Guided Deductive Search for Real-Time Program Synthesis from Examples Ashwin J. Vijayakumar Abhishek Mohta Oleksandr Polozov Dhruv Batra Prateek Jain Sumit Gulwani NAI 97 164 0 03 Apr 2018
Self-Attention with Relative Position Representations Peter Shaw Jakob Uszkoreit Ashish Vaswani 170 2,289 0 06 Mar 2018
Neural Program Meta-Induction Jacob Devlin Rudy Bunel Rishabh Singh Matthew J. Hausknecht Pushmeet Kohli 64 72 0 11 Oct 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 682 131,414 0 12 Jun 2017
Get To The Point: Summarization with Pointer-Generator Networks A. See Peter J. Liu Christopher D. Manning 3DPC 285 4,019 0 14 Apr 2017
RobustFill: Neural Program Learning under Noisy I/O Jacob Devlin J. Uesato Surya Bhupatiraju Rishabh Singh Abdel-rahman Mohamed Pushmeet Kohli 72 391 0 21 Mar 2017
Learning a Natural Language Interface with Neural Programmer Arvind Neelakantan Quoc V. Le Martín Abadi Andrew McCallum Dario Amodei LMTD NAI 114 136 0 28 Nov 2016
DeepCoder: Learning to Write Programs Matej Balog Alexander L. Gaunt Marc Brockschmidt Sebastian Nowozin Daniel Tarlow AIMat NAI 78 573 0 07 Nov 2016
Data Recombination for Neural Semantic Parsing Robin Jia Percy Liang 78 466 0 11 Jun 2016
Programming with a Differentiable Forth Interpreter Matko Bosnjak Tim Rocktaschel Jason Naradowsky Sebastian Riedel 49 148 0 21 May 2016
Latent Predictor Networks for Code Generation Wang Ling Edward Grefenstette Karl Moritz Hermann Tomás Kociský A. Senior Fumin Wang Phil Blunsom 58 385 0 22 Mar 2016
Learning Executable Semantic Parsers for Natural Language Understanding Percy Liang 68 132 0 22 Mar 2016
Language to Logical Form with Neural Attention Li Dong Mirella Lapata AI4CE NAI 106 730 0 06 Jan 2016
Gated Graph Sequence Neural Networks Yujia Li Daniel Tarlow Marc Brockschmidt R. Zemel GNN 339 3,282 0 17 Nov 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.7K 150,006 0 22 Dec 2014
Neural Machine Translation by Jointly Learning to Align and Translate Dzmitry Bahdanau Kyunghyun Cho Yoshua Bengio AIMat 546 27,295 0 01 Sep 2014
ADADELTA: An Adaptive Learning Rate Method Matthew D. Zeiler ODL 143 6,626 0 22 Dec 2012