most citedTable Pre-training: A Survey on Model Architectures, Pre-training Objectives, and Downstream Tasks

14 citations · 14 across the 3 of their papers we have counts for

collaborators

3 papers

cs.CL2024

DocTabQA: Answering Questions from Long Documents Using Tables

Haochen Wang, Kai Hu, Haoyu Dong +1

We study a new problem setting of question answering (QA), referred to as DocTabQA. Within this setting, given a long document, the goal is to respond to questions by organizing th…

cs.CL2024

NL2Formula: Generating Spreadsheet Formulas from Natural Language Queries

Wei Zhao, Zhitao Hou, Siyuan Wu +6

Writing formulas on spreadsheets, such as Microsoft Excel and Google Sheets, is a widespread practice among users performing data analysis. However, crafting formulas on spreadshee…

cs.CL2022★ 14 cited

Table Pre-training: A Survey on Model Architectures, Pre-training Objectives, and Downstream Tasks

Haoyu Dong, Zhoujun Cheng, Xinyi He +6

Since a vast number of tables can be easily collected from web pages, spreadsheets, PDFs, and various other document types, a flurry of table pre-training frameworks have been prop…