Concepedia

Program-to-text Generation

Program-to-Text Generation is a natural language generation task that involves automatically generating human-readable textual descriptions from source code or executable programs, distinguishing it from other code-related generation tasks by focusing on natural language explanations of program functionality rather than code synthesis or translation.

116

Publications

10.3K

Citations

438

Authors

123

Institutions

Publications per year

2017–2026

76

Parents

Publications

116

Deep code comment generation

Xing Hu, Ge Li, Xin Xia et al. · 2018 · 653 citations

, , +14

Automating string processing in spreadsheets using input-output examples

Sumit Gulwani · ACM SIGPLAN Notices · 2011 · 589 citations

, , +14

Unified Pre-training for Program Understanding and Generation

Wasi Uddin Ahmad, Saikat Chakraborty, Baishakhi Ray et al. · 2021 · 581 citations · Full text

, , +13

A Syntactic Neural Model for General-Purpose Code Generation

Pengcheng Yin, Graham Neubig · 2017 · 535 citations · Full text

, , +16

Towards automatically generating summary comments for Java methods

Giriprasad Sridhara, Emily Hill, Divya Muppaneni et al. · 2010 · 517 citations

, , +14

1–5 of 116

Authors

438

  1. BR
    Baishakhi Ray

    Columbia University, United States

    5 publications · 1.1K citations

    5

    h-index

  2. SC
    Saikat Chakraborty

    Columbia University, United States

    5 publications · 1.1K citations

    5

    h-index

  3. SG
    Sumit Gulwani

    Microsoft (United States), United States

    5 publications · 1.3K citations

    5

    h-index

  4. GL
    Ge Li

    Peking University, China

    5 publications · 1.2K citations

    5

    h-index

  5. GN
    Graham Neubig

    Carnegie Mellon University, United States

    5 publications · 1K citations

    5

    h-index

1–5 of 438

Institutions

123

  1. Columbia University

    New York, United States

    5 h-index

    10 publications

    2.3K citations

  2. Peking University

    Beijing, China

    5 h-index

    9 publications

    2.2K citations

  3. Microsoft (United States)

    Redmond, United States

    5 h-index

    8 publications

    1.6K citations

  4. Carnegie Mellon University

    Pittsburgh, United States

    4 h-index

    32 publications

    2K citations

  5. University of California, Berkeley

    Berkeley, United States

    4 h-index

    9 publications

    196 citations

  6. University of Delaware

    Newark, United States

    4 h-index

    15 publications

    3.5K citations

  7. University of Toronto

    Toronto, Canada

    3 h-index

    6 publications

    1.3K citations

  8. University of Illinois Urbana-Champaign

    Urbana, United States

    3 h-index

    5 publications

    201 citations

1–8 of 123

Venues

  1. arXiv (Cornell University)

    Repository · 26 publications · 1.5K citations

    18

    h-index

  2. Journal of Systems and Software

    JSS · 3 publications · 88 citations

    3

    h-index

  3. ACM Transactions on Software Engineering and Methodology

    TOSEM · 3 publications · 154 citations

    3

    h-index

  4. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 2 publications · 67 citations

    2

    h-index

  5. National Conference on Artificial Intelligence

    Conference · 2 publications · 26 citations

    2

    h-index

1–5