A Convolutional Attention Network for Extreme Summarization of Source Code

9 February 2016

Hao Peng

Papers citing "A Convolutional Attention Network for Extreme Summarization of Source Code"

35 / 85 papers shown

Title
Leveraging Code Generation to Improve Code Retrieval and Summarization via Dual Learning Wei Ye Rui Xie Jinglei Zhang Tianxiang Hu Xiaoyin Wang Shikun Zhang 25 74 0 24 Feb 2020
Adversarial Robustness for Code Pavol Bielik Martin Vechev AAML 22 89 0 11 Feb 2020
Semantic Robustness of Models of Source Code Goutham Ramakrishnan Jordan Henkel Zi Wang Aws Albarghouthi S. Jha Thomas W. Reps SILM AAML 41 97 0 07 Feb 2020
Comparison of Syntactic and Semantic Representations of Programs in Neural Embeddings Austin P. Wright H. Wiklicky GNN NAI 21 0 0 24 Jan 2020
Learning to Encode and Classify Test Executions Foivos Tsimpourlas A. Rajan Miltiadis Allamanis 29 12 0 08 Jan 2020
CORE: Automating Review Recommendation for Code Changes J. Siow Cuiyun Gao Lingling Fan Sen Chen Yang Liu 14 55 0 20 Dec 2019
Learning based Methods for Code Runtime Complexity Prediction Jagriti Sikka K. Satya Yaman Kumar Singla Shagun Uppal R. Shah Roger Zimmermann 20 14 0 04 Nov 2019
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 1,050 0 20 Sep 2019
IR2Vec: LLVM IR based Scalable Program Embeddings Venkata Keerthy Rohit Aggarwal Shalini Jain Maunendra Sankar Ramakrishna Upadrasta Desarkar 24 10 0 13 Sep 2019
Mercem: Method Name Recommendation Based on Call Graph Embedding Hiroshi Yonai Yasuhiro Hayase H. Kitagawa 15 15 0 12 Jul 2019
Towards Neural Decompilation O. Katz Yuval Olshaker Yoav Goldberg Eran Yahav 24 42 0 20 May 2019
Recommendations for Datasets for Source Code Summarization Alexander LeClair Collin McMillan 11 116 0 04 Apr 2019
Maybe Deep Neural Networks are the Best Choice for Modeling Source Code Rafael-Michael Karampatsis Charles Sutton 26 54 0 13 Mar 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 22 203 0 25 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 30 381 0 17 Nov 2018
Structured Neural Summarization Patrick Fernandes Miltiadis Allamanis Marc Brockschmidt GNN 27 212 0 05 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
A General Path-Based Representation for Predicting Program Properties Uri Alon Meital Zilberstein Omer Levy Eran Yahav 19 205 0 26 Mar 2018
StaQC: A Systematically Mined Question-Code Dataset from Stack Overflow Ziyu Yao Daniel S. Weld Wei-Peng Chen Huan Sun 11 100 0 26 Mar 2018
Explainable Prediction of Medical Codes from Clinical Text J. Mullenbach Sarah Wiegreffe J. Duke Jimeng Sun Jacob Eisenstein FAtt 29 567 0 15 Feb 2018
Code Completion with Neural Attention and Pointer Networks Jian Li Yue Wang M. Lyu Irwin King 26 235 0 27 Nov 2017
Semantic Code Repair using Neuro-Symbolic Transformation Networks Jacob Devlin J. Uesato Rishabh Singh Pushmeet Kohli NAI KELM 21 51 0 30 Oct 2017
SmartPaste: Learning to Adapt Source Code Miltiadis Allamanis Marc Brockschmidt 23 18 0 22 May 2017
A Neural Architecture for Generating Natural Language Descriptions from Source Code Changes Pablo Loyola Edison Marrese-Taylor Y. Matsuo 16 120 0 17 Apr 2017
End-to-End Prediction of Buffer Overruns from Raw Source Code via Neural Memory Networks Min-Je Choi S. Jeong Hakjoo Oh Jaegul Choo 33 65 0 07 Mar 2017
Neural Machine Translation and Sequence-to-sequence Models: A Tutorial Graham Neubig AIMat 37 171 0 05 Mar 2017
Joint Copying and Restricted Generation for Paraphrase Ziqiang Cao Chuwei Luo Wenjie Li Sujian Li 27 90 0 28 Nov 2016
Learning Python Code Suggestion with a Sparse Pointer Network Avishkar Bhoopchand Tim Rocktaschel Earl T. Barr Sebastian Riedel 20 87 0 24 Nov 2016
Learning Continuous Semantic Representations of Symbolic Expressions Miltiadis Allamanis Pankajan Chanthirasegaran Pushmeet Kohli Charles Sutton CLL NAI 31 99 0 04 Nov 2016
Incorporating Discrete Translation Lexicons into Neural Machine Translation Philip Arthur Graham Neubig Satoshi Nakamura 22 209 0 07 Jun 2016
Deep API Learning Xiaodong Gu Hongyu Zhang Dongmei Zhang Sunghun Kim AIMat HAI 32 557 0 27 May 2016
Latent Predictor Networks for Code Generation Wang Ling Edward Grefenstette Karl Moritz Hermann Tomás Kociský A. Senior Fumin Wang Phil Blunsom 13 383 0 22 Mar 2016