Concepedia

Knowledge-based Question Answering

Knowledge-Based Question Answering is a question answering paradigm that belongs to the broader class of knowledge-enhanced reasoning systems, distinguished by its reliance on structured or unstructured external knowledge sources to infer answers through explicit knowledge retrieval and integration mechanisms.

460

Publications

24.9K

Citations

1.5K

Authors

411

Institutions

Publications per year

2017–2026

303

Parents

Publications

460

OK-VQA: A Visual Question Answering Benchmark Requiring External Knowledge

Kenneth Marino, Mohammad Rastegari, Ali Farhadi et al. · 2019 · 640 citations

, , +15

Can a Suit of Armor Conduct Electricity? A New Dataset for Open Book Question Answering

Todor Mihaylov, Peter E. Clark, Tushar Khot et al. · 2018 · 635 citations · Full text

, , +16

Knowledge Graph Embedding Based Question Answering

Xiao Huang, Jingyuan Zhang, Dingcheng Li et al. · 2019 · 574 citations

, , +14

Information Extraction over Structured Data: Question Answering with Freebase

Xuchen Yao, Benjamin Van Durme · 2014 · 512 citations · Full text

, , +15

Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge

Peter E. Clark, Isaac Cowhey, Oren Etzioni et al. · arXiv (Cornell University) · 2018 · 496 citations · Full text

, , +13

1–5 of 460

Authors

1.5K

  1. PE
    Peter E. Clark

    Vanderbilt University Medical Center, United States

    14 publications · 1.9K citations

    14

    h-index

  2. CB
    Chitta Baral

    Arizona State University, United States

    12 publications · 378 citations

    11

    h-index

  3. GW
    Gerhard Weikum

    Max Planck Institute for Informatics, Germany

    11 publications · 536 citations

    10

    h-index

  4. YL
    Yunshi Lan

    Singapore Management University, Singapore

    8 publications · 811 citations

    8

    h-index

  5. JJ
    Jing Jiang

    Singapore Management University, Singapore

    8 publications · 811 citations

    8

    h-index

1–5 of 1.5K

Institutions

411

  1. Max Planck Institute for Informatics

    Saarbrücken, Germany

    13 h-index

    39 publications

    2K citations

  2. Allen Institute for Artificial Intelligence

    Seattle, United States

    11 h-index

    39 publications

    6.5K citations

  3. Carnegie Mellon University

    Pittsburgh, United States

    11 h-index

    30 publications

    1.8K citations

  4. Tsinghua University

    Beijing, China

    11 h-index

    40 publications

    1.9K citations

  5. Chinese Academy of Sciences

    Beijing, China

    10 h-index

    36 publications

    2.8K citations

  6. University of Washington

    Seattle, United States

    9 h-index

    23 publications

    2.9K citations

  7. Singapore Management University

    Singapore, Singapore

    9 h-index

    24 publications

    2.1K citations

  8. The University of Texas at Austin

    Austin, United States

    9 h-index

    30 publications

    1.6K citations

1–8 of 411

Venues

  1. arXiv (Cornell University)

    Repository · 57 publications · 2.6K citations

    26

    h-index

  2. Knowledge-Based Systems

    16 publications · 452 citations

    15

    h-index

  3. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 9 publications · 1K citations

    9

    h-index

  4. Information Processing & Management

    8 publications · 360 citations

    8

    h-index

  5. IEEE Access

    8 publications · 230 citations

    8

    h-index

1–5