TreeCaps: Tree-Structured Capsule Networks for Program Source Code
Processing

TreeCaps: Tree-Structured Capsule Networks for Program Source Code Processing

27 October 2019

Vinoj Jayasundara

Lingxiao Jiang

Papers citing "TreeCaps: Tree-Structured Capsule Networks for Program Source Code Processing"

12 / 12 papers shown

Title
On the Variance of the Adaptive Learning Rate and Beyond Liyuan Liu Haoming Jiang Pengcheng He Weizhu Chen Xiaodong Liu Jianfeng Gao Jiawei Han ODL 280 1,904 0 08 Aug 2019
TextCaps : Handwritten Character Recognition with Very Small Datasets Vinoj Jayasundara S. Jayasekara Hirunima Jayasekara Jathushan Rajasegaran Suranga Seneviratne Ranga Rodrigo 28 57 0 17 Apr 2019
Investigating Capsule Networks with Dynamic Routing for Text Classification Wei Zhao Jianbo Ye Min Yang Zeyang Lei Suofei Zhang Zhou Zhao 64 367 0 29 Mar 2018
code2vec: Learning Distributed Representations of Code Uri Alon Meital Zilberstein Omer Levy Eran Yahav 53 1,174 0 26 Mar 2018
Tree-to-tree Neural Networks for Program Translation Xinyun Chen Chang-rui Liu D. Song 72 278 0 11 Feb 2018
Learning to Represent Programs with Graphs Miltiadis Allamanis Marc Brockschmidt Mahmoud Khademi GNN NAI 120 802 0 01 Nov 2017
Dynamic Routing Between Capsules S. Sabour Nicholas Frosst Geoffrey E. Hinton 167 4,593 0 26 Oct 2017
A Survey of Machine Learning for Big Code and Naturalness Miltiadis Allamanis Earl T. Barr Premkumar T. Devanbu Charles Sutton 108 857 0 18 Sep 2017
DeepAM: Migrate APIs with Multi-modal Sequence to Sequence Learning Xiaodong Gu Hongyu Zhang Dongmei Zhang Sunghun Kim 56 72 0 25 Apr 2017
Gated Graph Sequence Neural Networks Yujia Li Daniel Tarlow Marc Brockschmidt R. Zemel GNN 333 3,282 0 17 Nov 2015
Building Program Vector Representations for Deep Learning Lili Mou Ge Li Yuxuan Liu Hao Peng Zhi Jin Yan Xu Lu Zhang 62 151 0 11 Sep 2014
Distributed Representations of Words and Phrases and their Compositionality Tomas Mikolov Ilya Sutskever Kai Chen G. Corrado J. Dean NAI OCL 377 33,520 0 16 Oct 2013