Concepedia

Knowledge-to-text Generation

Knowledge-to-Text Generation is a natural language generation task that involves the automated production of coherent and contextually appropriate textual narratives from structured or semi-structured knowledge representations, distinguished by its focus on conveying factual information embedded in formal knowledge sources such as databases, ontologies, or knowledge graphs.

266

Publications

15.9K

Citations

873

Authors

275

Institutions

Publications per year

2017–2026

127

Parents

Publications

266

Meaning

H. P. Grice · The Philosophical Review · 1957 · 2.7K citations

, , +12

Unifying Large Language Models and Knowledge Graphs: A Roadmap

Shirui Pan, Linhao Luo, Yufei Wang et al. · IEEE Transactions on Knowledge and Data Engineering · 2024 · 954 citations

, , +13

COMET: Commonsense Transformers for Automatic Knowledge Graph Construction

Antoine Bosselut, Hannah Rashkin, Maarten Sap et al. · 2019 · 865 citations · Full text

, , +16

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

Learning semantic correspondences with less supervision

Percy Liang, Michael I. Jordan, Dan Klein · 2009 · 311 citations · Full text

, , +11

1–5 of 266

Authors

873

  1. UH
    Udo Hahn

    Friedrich Schiller University Jena, Germany

    6 publications · 325 citations

    6

    h-index

  2. CX
    Caiming Xiong

    Salesforce (United States), United States

    5 publications · 248 citations

    5

    h-index

  3. ER
    Ehud Reiter

    University of Aberdeen, United Kingdom

    5 publications · 239 citations

    5

    h-index

  4. IA
    Ion Androutsopoulos

    Athens University of Economics and Business, Greece

    5 publications · 150 citations

    5

    h-index

  5. XW
    Xindong Wu

    Hefei University of Technology, China

    4 publications · 1.3K citations

    4

    h-index

1–5 of 873

Institutions

275

  1. University of Edinburgh

    Edinburgh, United Kingdom

    11 h-index

    19 publications

    957 citations

  2. Columbia University

    New York, United States

    8 h-index

    19 publications

    931 citations

  3. Carnegie Mellon University

    Pittsburgh, United States

    8 h-index

    27 publications

    604 citations

  4. University of Southern California

    Los Angeles, United States

    6 h-index

    13 publications

    583 citations

  5. University of Aberdeen

    Aberdeen, United Kingdom

    6 h-index

    12 publications

    427 citations

  6. Harbin Institute of Technology

    Harbin, China

    5 h-index

    8 publications

    439 citations

  7. Centre National de la Recherche Scientifique

    Paris, France

    5 h-index

    9 publications

    272 citations

  8. The University of Texas at Austin

    Austin, United States

    5 h-index

    18 publications

    2K citations

1–8 of 275

Venues

  1. arXiv (Cornell University)

    Repository · 31 publications · 899 citations

    17

    h-index

  2. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 8 publications · 476 citations

    7

    h-index

  3. ePrints Soton (University of Southampton)

    Repository · 4 publications · 160 citations

    4

    h-index

  4. Neurocomputing

    3 publications · 74 citations

    3

    h-index

  5. Knowledge-Based Systems

    3 publications · 109 citations

    3

    h-index

1–5