Deep API Learning

27 May 2016

Papers citing "Deep API Learning"

32 / 32 papers shown

Title
Compositional API Recommendation for Library-Oriented Code Generation Zexiong Ma Shengnan An Bing Xie Zeqi Lin 42 17 0 29 Feb 2024
Deep Learning for Code Intelligence: Survey, Benchmark and Toolkit Yao Wan Yang He Zhangqian Bi Jianguo Zhang Hongyu Zhang Yulei Sui Guandong Xu Hai Jin Philip S. Yu 40 20 0 30 Dec 2023
GitHub Considered Harmful? Analyzing Open-Source Projects for the Automatic Generation of Cryptographic API Call Sequences Catherine Tony Nicolás E. Díaz Ferreyra Riccardo Scandariato 19 4 0 24 Nov 2022
Towards Top-Down Automated Development in Limited Scopes: A Neuro-Symbolic Framework from Expressibles to Executables Jian Gu H. Gall 24 0 0 04 Sep 2022
Test2Vec: An Execution Trace Embedding for Test Case Prioritization E. Jabbar Soheila Zangeneh Hadi Hemmati R. Feldt 48 5 0 28 Jun 2022
Code Search based on Context-aware Code Translation Weisong Sun Chunrong Fang Yuchen Chen Guanhong Tao Ting Han Quanjun Zhang 47 50 0 16 Feb 2022
Cross-Language Binary-Source Code Matching with Intermediate Representations Yi Gui Yao Wan Hongyu Zhang Huifang Huang Yulei Sui Guandong Xu Zhiyuan Shao Hai Jin 27 31 0 19 Jan 2022
FACOS: Finding API Relevant Contents on Stack Overflow with Semantic and Syntactic Analysis K. Luong M. Hadi Ferdian Thung Fatemeh H. Fard David Lo 22 4 0 14 Nov 2021
GraphSearchNet: Enhancing GNNs via Capturing Global Dependencies for Semantic Code Search Shangqing Liu Xiaofei Xie J. Siow Lei Ma Guozhu Meng Yang Liu GNN 25 53 0 04 Nov 2021
On the Evaluation of Commit Message Generation Models: An Experimental Study Wei Tao Yanlin Wang Ensheng Shi Lun Du Shi Han Hongyu Zhang Dongmei Zhang Wenqiang Zhang 9 49 0 12 Jul 2021
Toward Less Hidden Cost of Code Completion with Acceptance and Ranking Models Jingxuan Li Rui Huang Wei Li Kai-Lang Yao Weiguo Tan 27 14 0 26 Jun 2021
Understanding Neural Code Intelligence Through Program Simplification Md Rafiqul Islam Rabin Vincent J. Hellendoorn Mohammad Amin Alipour AAML 49 58 0 07 Jun 2021
Retrieve and Refine: Exemplar-based Neural Comment Generation Bolin Wei Yongming Li Ge Li Xin Xia Zhi Jin 25 39 0 09 Oct 2020
A Systematic Literature Review on the Use of Deep Learning in Software Engineering Research Cody Watson Nathan Cooper David Nader-Palacio Kevin Moran Denys Poshyvanyk 26 111 0 14 Sep 2020
JuICe: A Large Scale Distantly Supervised Dataset for Open Domain Context-based Code Generation R. Agashe R. Campello Arthur Zimek 36 83 0 05 Oct 2019
CodeSearchNet Challenge: Evaluating the State of Semantic Code Search Hamel Husain Hongqiu Wu Tiferet Gazit Miltiadis Allamanis Marc Brockschmidt ELM 81 1,049 0 20 Sep 2019
SAR: Learning Cross-Language API Mappings with Little Knowledge Nghi D. Q. Bui Y. Yu Lingxiao Jiang 28 28 0 10 Jun 2019
A Literature Study of Embeddings on Source Code Zimin Chen Monperrus Martin 49 82 0 05 Apr 2019
Program Classification Using Gated Graph Attention Neural Network for Online Programming Service Mingming Lu Dingwu Tan N. Xiong Zailiang Chen Haifeng Li 15 11 0 09 Mar 2019
CodeGRU: Context-aware Deep Learning with Gated Recurrent Unit for Source Code Modeling Yasir Hussain Zhiqiu Huang Yu Zhou Senzhang Wang 13 32 0 03 Mar 2019
On Learning Meaningful Code Changes via Neural Machine Translation Michele Tufano Jevgenija Pantiuchina Cody Watson Gabriele Bavota Denys Poshyvanyk 19 203 0 25 Jan 2019
V-Fuzz: Vulnerability-Oriented Evolutionary Fuzzing Yuwei Li S. Ji Chenyang Lv Yuan Chen Jianhai Chen Qinchen Gu Chunming Wu 22 49 0 04 Jan 2019
Improving Automatic Source Code Summarization via Deep Reinforcement Learning Yao Wan Zhou Zhao Min Yang Guandong Xu Haochao Ying Jian Wu Philip S. Yu 27 381 0 17 Nov 2018
Neural Code Comprehension: A Learnable Representation of Code Semantics Tal Ben-Nun Alice Shoshana Jakobovits Torsten Hoefler 18 239 0 19 Jun 2018
Machine Learning in Compiler Optimisation Zheng Wang Michael F. P. O'Boyle VLM 22 77 0 09 May 2018
Hierarchical Learning of Cross-Language Mappings through Distributed Vector Representations for Code Nghi D. Q. Bui Lingxiao Jiang 34 16 0 13 Mar 2018
500+ Times Faster Than Deep Learning (A Case Study Exploring Faster Methods for Text Mining StackOverflow) Suvodeep Majumder N. Balaji Katie Brey Wei Fu Tim Menzies 12 77 0 14 Feb 2018
Connecting Software Metrics across Versions to Predict Defects Yibin Liu Yanhui Li Jianbo Guo Yuming Zhou Baowen Xu 16 36 0 28 Dec 2017
DeepAM: Migrate APIs with Multi-modal Sequence to Sequence Learning Xiaodong Gu Hongyu Zhang Dongmei Zhang Sunghun Kim 28 72 0 25 Apr 2017
A Neural Architecture for Generating Natural Language Descriptions from Source Code Changes Pablo Loyola Edison Marrese-Taylor Y. Matsuo 14 120 0 17 Apr 2017
Easy over Hard: A Case Study on Deep Learning Wei Fu Tim Menzies 20 196 0 01 Mar 2017
A deep learning model for estimating story points Morakot Choetkiertikul Hoa Dam T. Tran Trang Pham A. Ghose Tim Menzies 21 170 0 02 Sep 2016