Concepedia

Graph-based Summarization

Graph-Based Summarization is a text summarization approach that models the document as a graph structure, where sentences or words are represented as nodes and their semantic or contextual relationships as edges, to identify the most salient information through graph-theoretic measures such as centrality or connectivity.

343

Publications

19.8K

Citations

863

Authors

348

Institutions

Publications per year

2017–2026

136

Parents

Publications

343

TextRank: Bringing Order into Text

Rada Mihalcea, Paul Tarau · Empirical Methods in Natural Language Processing · 2004 · 3.4K citations

, , +13

Opinosis: A Graph Based Approach to Abstractive Summarization of Highly Redundant Opinions

Kavita Ganesan, ChengXiang Zhai, Jiawei Han · Illinois Digital Environment for Access to Learning and Scholarship (University of Illinois at Urbana-Champaign) · 2010 · 524 citations · Full text

, , +16

Graph-based ranking algorithms for sentence extraction, applied to text summarization

Rada Mihalcea · 2004 · 474 citations · Full text

, , +12

Efficient aggregation for graph summarization

Yuanyuan Tian, Richard A. Hankins, Jignesh M. Patel · 2008 · 440 citations

, , +15

Abstractive Document Summarization with a Graph-Based Attentional Neural Model

Jiwei Tan, Xiaojun Wan, Jianguo Xiao · 2017 · 353 citations · Full text

, , +15

1–5 of 343

Authors

863

  1. XW
    Xiaojun Wan

    Peking University, China

    12 publications · 1K citations

    12

    h-index

  2. FW
    Furu Wei

    Microsoft Research Asia (China), China

    7 publications · 260 citations

    7

    h-index

  3. FB
    Francesco Bonchi

    Yahoo (Spain), Spain

    6 publications · 206 citations

    6

    h-index

  4. DK
    Danai Koutra

    University of Michigan, United States

    6 publications · 359 citations

    6

    h-index

  5. LP
    Laura Plaza

    Universidad Nacional de Educación a Distancia, Spain

    6 publications · 189 citations

    6

    h-index

1–5 of 863

Institutions

348

  1. Peking University

    Beijing, China

    18 h-index

    37 publications

    2.6K citations

  2. Carnegie Mellon University

    Pittsburgh, United States

    10 h-index

    18 publications

    2.2K citations

  3. Chinese Academy of Sciences

    Beijing, China

    9 h-index

    21 publications

    1.1K citations

  4. IBM (United States)

    Armonk, United States

    7 h-index

    8 publications

    341 citations

  5. Hong Kong Polytechnic University

    Hong Kong, Hong Kong

    6 h-index

    16 publications

    540 citations

  6. Centre National de la Recherche Scientifique

    Paris, France

    6 h-index

    17 publications

    469 citations

  7. University of Michigan

    Ann Arbor, United States

    6 h-index

    13 publications

    1.5K citations

  8. Chinese University of Hong Kong

    Hong Kong, Hong Kong

    5 h-index

    13 publications

    297 citations

1–8 of 348

Venues

  1. arXiv (Cornell University)

    Repository · 13 publications · 758 citations

    11

    h-index

  2. IEEE Transactions on Knowledge and Data Engineering

    TKDE · 7 publications · 276 citations

    7

    h-index

  3. Proceedings of the VLDB Endowment

    PVLDB · 5 publications · 167 citations

    5

    h-index

  4. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 5 publications · 191 citations

    5

    h-index

  5. Expert Systems with Applications

    5 publications · 259 citations

    5

    h-index

1–5