Recommendations for Datasets for Source Code Summarization

The concept assignment problem in program understanding

Ted J Biggerstaff, Bharat G Mitbander, and Dallas Webster. 1993 · 1993

Earlier work this paper cites.

Api documentation from source code comments: a case study of javadoc

Douglas Kramer. 1999 · 1999

Earlier work this paper cites.

Sourcerer: mining and searching internet-scale software repositories

Erik Linstead, Sushil Bajracharya, Trung Ngo, Paul Rigor, Cristina Lopes, and Pierre Baldi. 2009 · 2009

Earlier work this paper cites.

On the use of automated text summarization techniques for summarizing source code

Sonia Haiduc, Jairo Aponte, Laura Moreno, and Andrian Marcus. 2010b · 2010

Earlier work this paper cites.

UCI source code data sets

C. Lopes, S. Bajracharya, J. Ossher, and P. Baldi. 2010 · 2010

Earlier work this paper cites.

Towards automatically generating summary comments for java methods

Giriprasad Sridhara, Emily Hill, Divya Muppaneni, Lori Pollock, and K Vijay-Shanker. 2010 · 2010

Earlier work this paper cites.

Portfolio: finding relevant functions and their usage

Collin McMillan, Mark Grechanik, Denys Poshyvanyk, Qing Xie, and Chen Fu. 2011 · 2011

Earlier work this paper cites.

Automatically detecting and describing high level actions within methods

Giriprasad Sridhara, Lori Pollock, and K Vijay-Shanker. 2011 · 2011

Earlier work this paper cites.

Evaluating source code summarization techniques: Replication and expansion

Brian P Eddy, Jeffrey A Robinson, Nicholas A Kraft, and Jeffrey C Carver. 2013 · 2013

Cited alongside, same era.

Jsummarizer: An automatic generator of natural language summaries for java classes

L. Moreno, A. Marcus, L. Pollock, and K. Vijay-Shanker. 2013 · 2013

Cited alongside, same era.

Learning to generate pseudo-code from source code using statistical machine translation (t)

Yusuke Oda, Hiroyuki Fudaba, Graham Neubig, Hideaki Hata, Sakriani Sakti, Tomoki Toda, and Satoshi Nakamura. 2015 · 2015

Cited alongside, same era.

An eye-tracking study of java programmers and application to source code summarization

Paige Rodeghero, Cheng Liu, Paul W McBurney, and Collin McMillan. 2015 · 2015

Cited alongside, same era.

Automatic source code summarization of context for java methods

Paul W McBurney and Collin McMillan. 2016 · 2016

Cited alongside, same era.

Automatically generating commit messages from diffs using neural machine translation

Siyuan Jiang, Ameer Armaly, and Collin McMillan. 2017 · 2017

Later among the works it cites.

A neural architecture for generating natural language descriptions from source code changes

Original

Pablo Loyola, Edison Marrese-Taylor, and Yutaka Matsuo. 2017 · 2017

Later among the works it cites.

Workshop on nlp for software engineering

William Cohen and Prem Devanbu. 2018 · 2018

Later among the works it cites.

Deep code search

Xiaodong Gu, Hongyu Zhang, and Sunghun Kim. 2018 · 2018

Later among the works it cites.

European parliament proceedings parallel corpus 1996-2011

Philipp Koehn. 2018 · 2018

Later among the works it cites.

A neural model for generating natural language summaries of program subroutines