Concepedia

Automated Comment Generation

Automated Comment Generation is a computational method that systematically produces evaluative or corrective feedback on academic or student writing through algorithmic analysis, distinguishing itself from broader feedback systems by focusing specifically on generating natural language comments rather than scores, grades, or structural revisions.

111

Publications

6.3K

Citations

401

Authors

148

Institutions

Publications per year

2017–2026

86

Parents

Publications

111

Deep code comment generation

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

, , +14

Towards automatically generating summary comments for Java methods

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

, , +14

Deep code comment generation with hybrid lexical and syntactical information

Xing Hu, Ge Li, Xin Xia et al. · Empirical Software Engineering · 2019 · 285 citations

, , +13

/*icomment

Lin Tan, Ding Yuan, Gopal Krishna et al. · 2007 · 268 citations

, , +11

AutoComment: Mining question and answer sites for automatic comment generation

Edmund Wong, Jinqiu Yang, Lin Tan · 2013 · 256 citations

, , +13

1–5 of 111

Authors

401

  1. XX
    Xin Xia

    Singapore Management University, Singapore

    10 publications · 1.4K citations

    10

    h-index

  2. DL
    David Lo

    Singapore Management University, Singapore

    8 publications · 1.2K citations

    8

    h-index

  3. XC
    Xiangping Chen

    Sun Yat-sen University, China

    7 publications · 197 citations

    7

    h-index

  4. YH
    Yuan Huang

    Sun Yat-sen University, China

    7 publications · 197 citations

    7

    h-index

  5. XC
    Xiang Chen

    Nantong University, China

    6 publications · 213 citations

    6

    h-index

1–5 of 401

Institutions

148

  1. Peking University

    Beijing, China

    14 h-index

    30 publications

    4K citations

  2. Singapore Management University

    Singapore, Singapore

    10 h-index

    13 publications

    1.6K citations

  3. Monash University

    Melbourne, Australia

    9 h-index

    10 publications

    1.3K citations

  4. Nanjing University of Aeronautics and Astronautics

    Nanjing, China

    8 h-index

    15 publications

    510 citations

  5. Sun Yat-sen University

    Guangzhou, China

    8 h-index

    37 publications

    1.2K citations

  6. Institute of Software

    Beijing, China

    7 h-index

    20 publications

    1.6K citations

  7. Nantong University

    Nantong, China

    6 h-index

    22 publications

    763 citations

  8. Zhejiang University

    Hangzhou, China

    5 h-index

    11 publications

    672 citations

1–8 of 148

Venues

  1. arXiv (Cornell University)

    Repository · 10 publications · 440 citations

    10

    h-index

  2. ACM Transactions on Software Engineering and Methodology

    TOSEM · 5 publications · 188 citations

    5

    h-index

  3. Journal of Systems and Software

    JSS · 5 publications · 161 citations

    5

    h-index

  4. 3

    h-index

  5. IEEE Access

    3 publications · 123 citations

    3

    h-index

1–5