Associating Natural Language Comment and Source Code Entities

Associating Natural Language Comment and Source Code Entities

13 December 2019

Sheena Panthaplackel

Miloš Gligorić

Raymond J. Mooney

Papers citing "Associating Natural Language Comment and Source Code Entities"

19 / 19 papers shown

Title
The Adverse Effects of Code Duplication in Machine Learning Models of Code Miltiadis Allamanis 29 319 0 16 Dec 2018
Structured Neural Summarization Patrick Fernandes Miltiadis Allamanis Marc Brockschmidt GNN 50 212 0 05 Nov 2018
TRANX: A Transition-based Neural Abstract Syntax Parser for Semantic Parsing and Code Generation Pengcheng Yin Graham Neubig MU 44 230 0 05 Oct 2018
Retrieval-Based Neural Code Generation Shirley Anugrah Hayati R. Olivier Pravalika Avvaru Pengcheng Yin A. Tomasic Graham Neubig 154 110 0 29 Aug 2018
WikiAtomicEdits: A Multilingual Corpus of Wikipedia Edits for Modeling Language and Discourse Manaal Faruqui Ellie Pavlick Ian Tenney Dipanjan Das KELM 56 48 0 28 Aug 2018
Learning to Mine Aligned Code and Natural Language Pairs from Stack Overflow Pengcheng Yin Bowen Deng Edgar Chen Bogdan Vasilescu Graham Neubig 47 301 0 23 May 2018
TypeSQL: Knowledge-based Type-Aware Neural Text-to-SQL Generation Tao Yu Zifan Li Zilin Zhang Rui Zhang Dragomir R. Radev 27 256 0 25 Apr 2018
Linguistically-Informed Self-Attention for Semantic Role Labeling Emma Strubell Pat Verga D. Andor David J. Weiss Andrew McCallum OffRL 58 379 0 23 Apr 2018
StaQC: A Systematically Mined Question-Code Dataset from Stack Overflow Ziyu Yao Daniel S. Weld Wei-Peng Chen Huan Sun 17 100 0 26 Mar 2018
Polyglot Semantic Parsing in APIs Kyle Richardson Jonathan Berant Jonas Kuhn 22 13 0 19 Mar 2018
A Survey of Machine Learning for Big Code and Naturalness Miltiadis Allamanis Earl T. Barr Premkumar T. Devanbu Charles Sutton 92 846 0 18 Sep 2017
From Language to Programs: Bridging Reinforcement Learning and Maximum Marginal Likelihood Kelvin Guu Panupong Pasupat Emmy Liu Percy Liang 45 190 0 25 Apr 2017
Abstract Syntax Networks for Code Generation and Semantic Parsing Maxim Rabinovich Mitchell Stern Dan Klein 66 361 0 25 Apr 2017
A Neural Architecture for Generating Natural Language Descriptions from Source Code Changes Pablo Loyola Edison Marrese-Taylor Y. Matsuo 32 120 0 17 Apr 2017
A Simple and Accurate Syntax-Agnostic Neural Model for Dependency-based Semantic Role Labeling Diego Marcheggiani Anton Frolov Ivan Titov 46 110 0 10 Jan 2017
Neural Machine Translation with Supervised Attention Lemao Liu Masao Utiyama A. Finch Eiichiro Sumita 44 156 0 14 Sep 2016
Neural Architectures for Named Entity Recognition Guillaume Lample Miguel Ballesteros Sandeep Subramanian Kazuya Kawakami Chris Dyer 194 3,999 0 04 Mar 2016
A Convolutional Attention Network for Extreme Summarization of Source Code Miltiadis Allamanis Hao Peng Charles Sutton AI4TS 52 582 0 09 Feb 2016
Sequence to Sequence Learning with Neural Networks Ilya Sutskever Oriol Vinyals Quoc V. Le AIMat 259 20,467 0 10 Sep 2014