Table Question Answering

Table Question Answering is a specialized form of question answering that involves deriving answers from structured tabular data through the interpretation of both syntactic and semantic relationships within the table schema and cell values.

Publications

1.7K

Citations

135

Authors

Institutions

Publications per year

2017–2026

Variants

Table Qa

Parents

Question Answering

Publications

TaBERT: Pretraining for Joint Understanding of Textual and Tabular Data

Pengcheng Yin, Graham Neubig, Wen-tau Yih et al. · 2020 · 427 citations · Full text

Computing, Computer Science, Computational Linguistics +16

A survey of table recognition

Richard Zanibbi, Dorothea Blostein, JamesR. Cordy · International Journal on Document Analysis and Recognition (IJDAR) · 2004 · 282 citations

Computing, Computer Science, Data Structures +11

TAT-QA: A Question Answering Benchmark on a Hybrid of Tabular and Textual Content in Finance

Fengbin Zhu, Wenqiang Lei, Youcheng Huang et al. · 2021 · 159 citations · Full text

Computing, Computer Science, Finance +15

FeTaQA: Free-form Table Question Answering

Linyong Nan, Chia-Chun Hsieh, Ziming Mao et al. · Transactions of the Association for Computational Linguistics · 2022 · 95 citations · Full text

Computing, Computer Science, Computational Linguistics +16

Open Question Answering over Tables and Text

Wenhu Chen, Ming‐Wei Chang, Eva Schlinger et al. · International Conference on Learning Representations · 2021 · 76 citations

Computing, Computer Science, Information Retrieval +10

1–5 of 32

Authors

135

ZC
Zhoujun Cheng
Shanghai Jiao Tong University, China
6 publications · 132 citations
6
h-index
DZ
Dongmei Zhang
Microsoft Research Asia (China), China
6 publications · 132 citations
6
h-index
HD
Haoyu Dong
Microsoft Research (United Kingdom), United Kingdom
5 publications · 109 citations
5
h-index
FZ
Fan Zhou
University of Electronic Science and Technology of China, China
3 publications · 52 citations
3
h-index
HS
Han Shi
Beijing Institute of Technology, China
3 publications · 40 citations
3
h-index

1–5 of 135

Institutions

1–8 of 44

Venues

arXiv (Cornell University)
Repository · 6 publications · 114 citations
7
h-index
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
Conference · 2 publications · 69 citations
2
h-index
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence
Conference · 2 publications · 41 citations
2
h-index
Frontiers of Computer Science
1 publications · 13 citations
2
h-index
International Journal on Document Analysis and Recognition (IJDAR)
1 publications · 282 citations
1
h-index

1–5