Concepedia

Graph-to-text Generation

Graph-to-Text Generation is a natural language generation task that involves converting structured graph representations of data into coherent and contextually accurate natural language texts, distinguished by its focus on capturing relational and topological information encoded in graph structures.

198

Publications

10.7K

Citations

623

Authors

208

Institutions

Publications per year

2017–2026

151

Parents

Publications

198

Semantic Parsing via Staged Query Graph Generation: Question Answering with Knowledge Base

Wen-tau Yih, Ming‐Wei Chang, Xiaodong He et al. · 2015 · 796 citations · Full text

, , +16

Graph-to-Sequence Learning using Gated Graph Neural Networks

Daniel Beck, Gholamreza Haffari, Trevor Cohn · 2018 · 393 citations · Full text

, , +16

Construction of the Literature Graph in Semantic Scholar

Waleed Ammar, Dirk Groeneveld, Chandra Bhagavatula et al. · 2018 · 325 citations · Full text

, , +16

Knowledge-Driven Encode, Retrieve, Paraphrase for Medical Image Report Generation

Christy Y. Li, Xiaodan Liang, Zhiting Hu et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2019 · 303 citations · Full text

, , +16

Graph Neural Networks for Natural Language Processing: A Survey

Lingfei Wu, Yu Chen, Kai Shen et al. · Foundations and Trends® in Machine Learning · 2023 · 269 citations

, , +13

1–5 of 198

Authors

623

  1. LW
    Lingfei Wu

    William & Mary, United States

    16 publications · 952 citations

    13

    h-index

  2. LS
    Linfeng Song

    University of Rochester, United States

    8 publications · 494 citations

    8

    h-index

  3. YZ
    Yue Zhang

    Westlake University, China

    6 publications · 399 citations

    6

    h-index

  4. ZW
    Zhiguo Wang

    IBM (United States), United States

    6 publications · 510 citations

    6

    h-index

  5. MJ
    Mohammed J. Zaki

    Rensselaer Polytechnic Institute, United States

    5 publications · 234 citations

    5

    h-index

1–5 of 623

Institutions

208

  1. Peking University

    Beijing, China

    11 h-index

    32 publications

    1.2K citations

  2. University of Illinois Urbana-Champaign

    Urbana, United States

    8 h-index

    26 publications

    2.1K citations

  3. IBM (United States)

    Armonk, United States

    7 h-index

    15 publications

    1.2K citations

  4. Rensselaer Polytechnic Institute

    Troy, United States

    6 h-index

    9 publications

    643 citations

  5. Singapore University of Technology and Design

    Singapore, Singapore

    6 h-index

    16 publications

    1.3K citations

  6. Renmin University of China

    Beijing, China

    5 h-index

    14 publications

    442 citations

  7. Tencent (China)

    Shenzhen, China

    5 h-index

    7 publications

    438 citations

  8. Chinese University of Hong Kong

    Hong Kong, Hong Kong

    5 h-index

    8 publications

    646 citations

1–8 of 208

Venues

  1. arXiv (Cornell University)

    Repository · 31 publications · 1.2K citations

    20

    h-index

  2. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 4 publications · 592 citations

    4

    h-index

  3. 3

    h-index

  4. ACM Transactions on Information Systems

    2 publications · 70 citations

    2

    h-index

  5. Journal of the Brazilian Computer Society

    JBCS · 2 publications · 240 citations

    2

    h-index

1–5