Concepedia

Sentence Importance Estimation

Sentence Importance Estimation is a computational task that identifies the relative significance of individual sentences within a text based on their contribution to the overall meaning, distinguishing it from related tasks by its focus on quantifying informational prominence at the sentence level.

63

Publications

4.7K

Citations

172

Authors

85

Institutions

Publications per year

2017–2026

26

Parents

Publications

63

LexRank: Graph-based Lexical Centrality as Salience in Text Summarization

Journal of Artificial Intelligence Research · 2004 · 1.6K citations · Full text

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The Impact of Frequency on Summarization

Ani Nenkova, Lucy Vanderwende, Lucy Vanderwende · 2005 · 263 citations

, , +13

LexRank: Graph-based Centrality as Salience in Text Summarization

Güneş Erkan, Dragomir Radev · 2004 · 246 citations

, , +12

Extractive summarization using supervised and semi-supervised learning

Kam‐Fai Wong, Mingli Wu, Wenjie Li · 2008 · 215 citations

, , +14

A compositional context sensitive multi-document summarizer

Ani Nenkova, Lucy Vanderwende, Kathleen McKeown · 2006 · 213 citations

, , +14

1–5 of 63

Authors

172

  1. FW
    Furu Wei

    Microsoft Research Asia (China), China

    3 publications · 118 citations

    3

    h-index

  2. MZ
    Ming Zhou

    Microsoft Research Asia (China), China

    3 publications · 118 citations

    3

    h-index

  3. LV
    Lucy Vanderwende

    Microsoft (United States), United States

    4 publications · 773 citations

    3

    h-index

  4. AN
    Ani Nenkova

    University of Pennsylvania, United States

    3 publications · 492 citations

    3

    h-index

  5. YK
    Youngjoong Ko

    Sogang University, South Korea

    2 publications · 148 citations

    2

    h-index

1–5 of 172

Institutions

85

  1. Chinese University of Hong Kong

    Hong Kong, Hong Kong

    3 h-index

    6 publications

    542 citations

  2. Microsoft Research (United Kingdom)

    Cambridge, United Kingdom

    3 h-index

    4 publications

    773 citations

  3. Carnegie Mellon University

    Pittsburgh, United States

    2 h-index

    4 publications

    154 citations

  4. Microsoft (United States)

    Redmond, United States

    2 h-index

    3 publications

    305 citations

  5. University of Lethbridge

    Lethbridge, Canada

    2 h-index

    3 publications

    91 citations

  6. Harbin Institute of Technology

    Harbin, China

    2 h-index

    5 publications

    141 citations

  7. Peking University

    Beijing, China

    2 h-index

    4 publications

    370 citations

  8. University of British Columbia

    Vancouver, Canada

    2 h-index

    2 publications

    51 citations

1–8 of 85

Venues

  1. Journal of Artificial Intelligence Research

    JAIR · 3 publications · 1.7K citations

    3

    h-index

  2. arXiv (Cornell University)

    Repository · 2 publications · 128 citations

    2

    h-index

  3. Information Processing & Management

    1 publications · 118 citations

    1

    h-index

  4. Discourse Processes

    DP · 1 publications · 38 citations

    1

    h-index

  5. Expert Systems with Applications

    1 publications · 20 citations

    1

    h-index

1–5