Project-Level Encoding for Neural Source Code Summarization of Subroutines

22 March 2021

Papers citing "Project-Level Encoding for Neural Source Code Summarization of Subroutines"

20 / 20 papers shown

Title
Language-Agnostic Representation Learning of Source Code from Structure and Context Daniel Zügner Tobias Kirschstein Michele Catasta J. Leskovec Stephan Günnemann 44 120 0 21 Mar 2021
Retrieval-Augmented Generation for Code Summarization via Hybrid GNN Shangqing Liu Yu Chen Xiaofei Xie J. Siow Yang Liu 39 164 0 09 Jun 2020
A Multi-Perspective Architecture for Semantic Code Search Rajarshi Haldar Lingfei Wu Jinjun Xiong Julia Hockenmaier 43 55 0 06 May 2020
A Transformer-based Approach for Source Code Summarization Wasi Uddin Ahmad Saikat Chakraborty Baishakhi Ray Kai-Wei Chang ViT 73 378 0 01 May 2020
Improved Code Summarization via a Graph Neural Network Alexander LeClair S. Haque Lingfei Wu Collin McMillan 42 284 0 06 Apr 2020
Recommendations for Datasets for Source Code Summarization Alexander LeClair Collin McMillan 30 117 0 04 Apr 2019
The Adverse Effects of Code Duplication in Machine Learning Models of Code Miltiadis Allamanis 50 319 0 16 Dec 2018
Improving Automatic Source Code Summarization via Deep Reinforcement Learning Yao Wan Zhou Zhao Min Yang Guandong Xu Haochao Ying Jian Wu Philip S. Yu 44 384 0 17 Nov 2018
Automatic Generation of Text Descriptive Comments for Code Blocks Yuding Liang Kenny Q. Zhu 27 119 0 21 Aug 2018
code2seq: Generating Sequences from Structured Representations of Code Uri Alon Shaked Brody Omer Levy Eran Yahav 50 695 0 04 Aug 2018
Context-aware Cascade Attention-based RNN for Video Emotion Recognition Man-Chin Sun Shih-Huan Hsu Min Yang Jen-Hsien Chien 45 18 0 30 May 2018
code2vec: Learning Distributed Representations of Code Uri Alon Meital Zilberstein Omer Levy Eran Yahav 50 1,164 0 26 Mar 2018
Learning to Represent Programs with Graphs Miltiadis Allamanis Marc Brockschmidt Mahmoud Khademi GNN NAI 103 799 0 01 Nov 2017
A Survey of Machine Learning for Big Code and Naturalness Miltiadis Allamanis Earl T. Barr Premkumar T. Devanbu Charles Sutton 97 846 0 18 Sep 2017
Automatically Generating Commit Messages from Diffs using Neural Machine Translation Siyuan Jiang A. Armaly Collin McMillan 38 259 0 30 Aug 2017
Recent Trends in Deep Learning Based Natural Language Processing Tom Young Devamanyu Hazarika Soujanya Poria Min Zhang 65 2,833 0 09 Aug 2017
A Neural Architecture for Generating Natural Language Descriptions from Source Code Changes Pablo Loyola Edison Marrese-Taylor Y. Matsuo 42 120 0 17 Apr 2017
Effective Approaches to Attention-based Neural Machine Translation Thang Luong Hieu H. Pham Christopher D. Manning 316 7,951 0 17 Aug 2015
Sequence to Sequence Learning with Neural Networks Ilya Sutskever Oriol Vinyals Quoc V. Le AIMat 287 20,491 0 10 Sep 2014
Neural Machine Translation by Jointly Learning to Align and Translate Dzmitry Bahdanau Kyunghyun Cho Yoshua Bengio AIMat 390 27,205 0 01 Sep 2014