Learning to Generate Code Comments from Class Hierarchies

Learning to Generate Code Comments from Class Hierarchies

24 March 2021

Sheena Panthaplackel

Raymond J. Mooney

Miloš Gligorić

Papers citing "Learning to Generate Code Comments from Class Hierarchies"

18 / 18 papers shown

Title
PyMT5: multi-mode translation of natural language and Python code with transformers Colin B. Clement Dawn Drain Jonathan Timcheck Alexey Svyatkovskiy Neel Sundaresan 49 154 0 07 Oct 2020
TAG : Type Auxiliary Guiding for Code Comment Generation Ruichu Cai Zhihao Liang Boyan Xu Zijian Li Yuexing Hao Yao-Liang Chen 28 26 0 06 May 2020
A Transformer-based Approach for Source Code Summarization Wasi Uddin Ahmad Saikat Chakraborty Baishakhi Ray Kai-Wei Chang ViT 82 380 0 01 May 2020
Learning to Update Natural Language Comments Based on Code Changes Sheena Panthaplackel Pengyu Nie Miloš Gligorić Junyi Jessy Li Raymond J. Mooney 54 65 0 25 Apr 2020
Improved Code Summarization via a Graph Neural Network Alexander LeClair S. Haque Lingfei Wu Collin McMillan 51 285 0 06 Apr 2020
Don't Say That! Making Inconsistent Dialogue Unlikely with Unlikelihood Training Margaret Li Stephen Roller Ilia Kulikov Sean Welleck Y-Lan Boureau Kyunghyun Cho Jason Weston 66 182 0 10 Nov 2019
Neural Text Generation with Unlikelihood Training Sean Welleck Ilia Kulikov Stephen Roller Emily Dinan Kyunghyun Cho Jason Weston MU 45 575 0 12 Aug 2019
Structured Neural Summarization Patrick Fernandes Miltiadis Allamanis Marc Brockschmidt GNN 75 212 0 05 Nov 2018
Automatic Generation of Text Descriptive Comments for Code Blocks Yuding Liang Kenny Q. Zhu 32 119 0 21 Aug 2018
code2seq: Generating Sequences from Structured Representations of Code Uri Alon Shaked Brody Omer Levy Eran Yahav 66 699 0 04 Aug 2018
A Convolutional Attention Network for Extreme Summarization of Source Code Miltiadis Allamanis Hao Peng Charles Sutton AI4TS 86 583 0 09 Feb 2016
A Diversity-Promoting Objective Function for Neural Conversation Models Jiwei Li Michel Galley Chris Brockett Jianfeng Gao W. Dolan 131 2,387 0 11 Oct 2015
Effective Approaches to Attention-based Neural Machine Translation Thang Luong Hieu H. Pham Christopher D. Manning 372 7,959 0 17 Aug 2015
Building End-To-End Dialogue Systems Using Generative Hierarchical Neural Network Models Iulian Serban Alessandro Sordoni Yoshua Bengio Aaron Courville Joelle Pineau AILaw 164 1,754 0 17 Jul 2015
A Neural Network Approach to Context-Sensitive Generation of Conversational Responses Alessandro Sordoni Michel Galley Michael Auli Chris Brockett Yangfeng Ji Margaret Mitchell Jian-Yun Nie Jianfeng Gao W. Dolan 85 906 0 22 Jun 2015
Pointer Networks Oriol Vinyals Meire Fortunato Navdeep Jaitly 118 3,050 0 09 Jun 2015
Sequence to Sequence Learning with Neural Networks Ilya Sutskever Oriol Vinyals Quoc V. Le AIMat 409 20,541 0 10 Sep 2014
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 23,338 0 03 Jun 2014