Concepedia

Reasoning With Tables

Reasoning with Tables is a cognitive and analytical process within scientific reasoning that involves deriving, interpreting, or evaluating conclusions from tabular data structures by identifying patterns, relationships, and inferences that are explicitly represented or implicitly embedded within the rows, columns, and cells of a table.

15

Publications

625

Citations

54

Authors

24

Institutions

Publications per year

2017–2026

12

Parents

Publications

15

TabFact: A Large-scale Dataset for Table-based Fact Verification

Wenhu Chen, Hongmin Wang, Jianshu Chen et al. · arXiv (Cornell University) · 2019 · 182 citations · Full text

, , +13

TabFact: A Large-scale Dataset for Table-based Fact Verification

Wenhu Chen, Hongmin Wang, Jianshu Chen et al. · arXiv (Cornell University) · 2020 · 100 citations · Full text

, , +13

MATE: Multi-view Attention for Table Transformer Efficiency

Julian Martin Eisenschlos, Maharshi Gor, Thomas Müller et al. · Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing · 2021 · 63 citations · Full text

, , +10

Large Language Models are Versatile Decomposers: Decomposing Evidence and Questions for Table-based Reasoning

Yunhu Ye, Binyuan Hui, Min Yang et al. · 2023 · 63 citations

, , +16

MultiHiertt: Numerical Reasoning over Multi Hierarchical Tabular and Textual Data

Yilun Zhao, Yunxiang Li, Chenying Li et al. · Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · 2022 · 52 citations · Full text

, , +15

1–5 of 15

Authors

54

  1. DR
    Dan Roth

    University of Illinois Urbana-Champaign, United States

    1 publications · 11 citations

    2

    h-index

  2. YL
    Yongbin Li

    Alibaba Group (China), China

    2 publications · 74 citations

    2

    h-index

  3. XZ
    Xiyou Zhou

    University of California, Santa Barbara, United States

    2 publications · 282 citations

    2

    h-index

  4. HD
    Haoyu Dong

    Microsoft Research (United Kingdom), United Kingdom

    2 publications · 29 citations

    2

    h-index

  5. JC
    Jianshu Chen

    University of California, Los Angeles, United States

    2 publications · 282 citations

    2

    h-index

1–5 of 54

Institutions

24

  1. Shanghai Jiao Tong University

    Shanghai, China

    2 h-index

    5 publications

    73 citations

  2. Harbin Institute of Technology

    Harbin, China

    2 h-index

    2 publications

    28 citations

  3. Pennsylvania State University

    State College, United States

    1 h-index

    1 publications

    52 citations

  4. Google (United States)

    Mountain View, United States

    1 h-index

    1 publications

    63 citations

  5. Alibaba Group (China)

    Hangzhou, China

    1 h-index

    4 publications

    252 citations

  6. Chinese University of Hong Kong

    Hong Kong, Hong Kong

    1 h-index

    1 publications

    52 citations

  7. Fudan University

    Shanghai, China

    1 h-index

    1 publications

    14 citations

  8. University of Maryland, College Park

    College Park, United States

    1 h-index

    2 publications

    126 citations

1–8 of 24

Venues

  1. arXiv (Cornell University)

    Repository · 4 publications · 304 citations

    4

    h-index

  2. 2

    h-index

  3. 1

    h-index

  4. 1

    h-index

  5. Journal of Educational Psychology

    1 publications · 23 citations

    1

    h-index

1–5