Towards Demystifying Dimensions of Source Code Embeddings

Towards Demystifying Dimensions of Source Code Embeddings

29 August 2020

Md Rafiqul Islam Rabin

Arjun Mukherjee

Mohammad Amin Alipour

Papers citing "Towards Demystifying Dimensions of Source Code Embeddings"

15 / 15 papers shown

Title
Learning a Static Bug Finder from Data Yu Wang Fengjuan Gao Linzhang Wang Ke Wang 36 9 0 12 Jul 2019
Learning Scalable and Precise Representation of Program Semantics Ke Wang NAI 44 28 0 13 May 2019
A Literature Study of Embeddings on Source Code Zimin Chen Monperrus Martin 70 83 0 05 Apr 2019
Import2vec - Learning Embeddings for Software Libraries B. Theeten Frederik Vandeputte Tom Van Cutsem SSL 36 34 0 27 Mar 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 82 212 0 05 Nov 2018
code2seq: Generating Sequences from Structured Representations of Code Uri Alon Shaked Brody Omer Levy Eran Yahav 69 699 0 04 Aug 2018
A General Path-Based Representation for Predicting Program Properties Uri Alon Meital Zilberstein Omer Levy Eran Yahav 40 205 0 26 Mar 2018
code2vec: Learning Distributed Representations of Code Uri Alon Meital Zilberstein Omer Levy Eran Yahav 53 1,176 0 26 Mar 2018
Dynamic Neural Program Embedding for Program Repair Ke Wang Rishabh Singh Z. Su NAI 59 136 0 20 Nov 2017
Learning to Represent Programs with Graphs Miltiadis Allamanis Marc Brockschmidt Mahmoud Khademi GNN NAI 123 802 0 01 Nov 2017
A Survey of Machine Learning for Big Code and Naturalness Miltiadis Allamanis Earl T. Barr Premkumar T. Devanbu Charles Sutton 108 858 0 18 Sep 2017
Neural Network-based Graph Embedding for Cross-Platform Binary Code Similarity Detection Xiaojun Xu Chang-rui Liu Qian Feng Heng Yin Le Song D. Song GNN 49 581 0 22 Aug 2017
A Convolutional Attention Network for Extreme Summarization of Source Code Miltiadis Allamanis Hao Peng Charles Sutton AI4TS 86 582 0 09 Feb 2016
Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation Kyunghyun Cho B. V. Merrienboer Çağlar Gülçehre Dzmitry Bahdanau Fethi Bougares Holger Schwenk Yoshua Bengio AIMat 1.0K 23,344 0 03 Jun 2014