Concepedia

Graph-based Document Representation

Graph-Based Document Representation is a document representation paradigm that models documents as graph structures, where nodes represent linguistic or semantic units (e.g., terms, sentences, or concepts) and edges encode syntactic, semantic, or discourse-level relationships among them, distinguishing it from sequential or vector-space representations by explicitly capturing non-linear structural dependencies within and across documents.

191

Publications

7.8K

Citations

575

Authors

241

Institutions

Publications per year

2017–2026

84

Parents

Publications

191

Hierarchical Transformers for Multi-Document Summarization

Yang Liu, Mirella Lapata · 2019 · 328 citations · Full text

, , +16

Every Document Owns Its Structure: Inductive Text Classification via Graph Neural Networks

Yufeng Zhang, Xueli Yu, Zeyu Cui et al. · 2020 · 288 citations · Full text

, , +16

LexRank: Graph-based Centrality as Salience in Text Summarization

Güneş Erkan, Dragomir Radev · 2004 · 246 citations

, , +12

Graph Convolution for Multimodal Information Extraction from Visually Rich Documents

Xiaojing Liu, Feiyu Gao, Qiong Zhang et al. · 2019 · 204 citations · Full text

, , +16

Multi-document Summarization by Graph Search and Matching

Inderjeet Mani, Eric Bloedorn · arXiv (Cornell University) · 1997 · 202 citations · Full text

, , +16

1–5 of 191

Authors

575

  1. JL
    Josep Lladós

    Universitat Autònoma de Barcelona, Spain

    7 publications · 255 citations

    7

    h-index

  2. AK
    Abraham Kandel

    University of South Florida, United States

    4 publications · 186 citations

    4

    h-index

  3. DV
    Darnes Vilariño

    Benemérita Universidad Autónoma de Puebla, Mexico

    4 publications · 92 citations

    4

    h-index

  4. FD
    Fragkiskos D. Malliaros

    CentraleSupélec, France

    4 publications · 179 citations

    4

    h-index

  5. HB
    Horst Bunke

    University of Bern, Switzerland

    4 publications · 353 citations

    4

    h-index

1–5 of 575

Institutions

241

  1. Universitat Autònoma de Barcelona

    Cerdanyola del Vallès, Spain

    6 h-index

    16 publications

    725 citations

  2. Peking University

    Beijing, China

    6 h-index

    17 publications

    661 citations

  3. University of Science and Technology of China

    Hefei, China

    4 h-index

    5 publications

    103 citations

  4. University of South Florida

    Tampa, United States

    4 h-index

    7 publications

    358 citations

  5. Chinese Academy of Sciences

    Beijing, China

    4 h-index

    15 publications

    1.7K citations

  6. University of Illinois Urbana-Champaign

    Urbana, United States

    4 h-index

    7 publications

    287 citations

  7. Université de Montréal

    Montreal, Canada

    4 h-index

    6 publications

    146 citations

  8. IBM (United States)

    Armonk, United States

    4 h-index

    6 publications

    665 citations

1–8 of 241

Venues

  1. arXiv (Cornell University)

    Repository · 8 publications · 389 citations

    8

    h-index

  2. Neurocomputing

    3 publications · 130 citations

    3

    h-index

  3. 3

    h-index

  4. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 3 publications · 91 citations

    3

    h-index

  5. Information Processing & Management

    3 publications · 100 citations

    3

    h-index

1–5