Concepedia

Topic-guided Summarization

Topic-Guided Summarization is a text summarization approach that generates concise summaries by explicitly incorporating user-specified or model-identified topics to guide the selection and emphasis of content, thereby distinguishing it from general or extractive summarization methods that do not prioritize topical alignment.

146

Publications

7.3K

Citations

416

Authors

161

Institutions

Publications per year

2017–2026

49

Parents

Publications

146

The automated acquisition of topic signatures for text summarization

Chin-Yew Lin, Eduard Hovy · 2000 · 467 citations · Full text

, , +14

Automated Text Summarization in SUMMARIST

Eduard Hovy, Chin-Yew Lin · 1997 · 310 citations

, , +11

Catching the Drift: Probabilistic Content Models, with Applications to Generation and Summarization

Regina Barzilay, Lillian Lee · ArXiv.org · 2004 · 300 citations · Full text

, , +14

Automatic Analysis, Theme Generation, and Summarization of Machine-Readable Texts

Gerard Salton, James Allan, Chris Buckley et al. · Science · 1994 · 270 citations

, , +16

Temporal summaries of new topics

James Allan, Rahul Gupta, Vikas Khandelwal · 2001 · 256 citations

, , +16

1–5 of 146

Authors

416

  1. XW
    Xiaojun Wan

    Peking University, China

    5 publications · 376 citations

    5

    h-index

  2. WL
    Wenjie Li

    Hong Kong Polytechnic University, Hong Kong SAR China

    5 publications · 192 citations

    5

    h-index

  3. CL
    Chin-Yew Lin

    Microsoft Research Asia (China), China

    4 publications · 1K citations

    4

    h-index

  4. EH
    Eduard Hovy

    Carnegie Mellon University, United States

    4 publications · 1K citations

    4

    h-index

  5. RC
    Ramesh Chandra Belwal

    Indian Institute of Information Technology Design and Manufacturing Jabalpur, India

    3 publications · 159 citations

    3

    h-index

1–5 of 416

Institutions

161

  1. Peking University

    Beijing, China

    9 h-index

    18 publications

    1.1K citations

  2. Hong Kong Polytechnic University

    Hong Kong, Hong Kong

    5 h-index

    14 publications

    520 citations

  3. Beijing Institute of Technology

    Beijing, China

    5 h-index

    19 publications

    377 citations

  4. Carnegie Mellon University

    Pittsburgh, United States

    4 h-index

    17 publications

    631 citations

  5. Chinese Academy of Sciences

    Beijing, China

    4 h-index

    12 publications

    251 citations

  6. National University of Singapore

    Singapore, Singapore

    4 h-index

    13 publications

    426 citations

  7. Azerbaijan National Academy of Sciences

    Baku, Azerbaijan

    3 h-index

    7 publications

    146 citations

  8. University of California, Riverside

    Riverside, United States

    3 h-index

    6 publications

    206 citations

1–8 of 161

Venues

  1. Expert Systems with Applications

    5 publications · 318 citations

    5

    h-index

  2. arXiv (Cornell University)

    Repository · 4 publications · 83 citations

    4

    h-index

  3. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 4 publications · 109 citations

    4

    h-index

  4. Information Processing & Management

    3 publications · 133 citations

    3

    h-index

  5. 2

    h-index

1–5