Large language model for table processing: A survey

W Lu, J Zhang, J Fan, Z Fu, Y Chen, X Du - Frontiers of Computer Science, 2025 - Springer
Tables, typically two-dimensional and structured to store large amounts of data, are
essential in daily activities like database queries, spreadsheet manipulations, Web table …

An Industry Survey of Analytics Spreadsheet Tools Adoption: Microsoft Excel vs Google Sheets.

CM Rebman Jr, QE Booker, H Wimmer, S Levkoff… - Information Systems …, 2023 - ERIC
Spreadsheets have long played a key role in business operations. The use and adoption of
data analytics has significantly increased over the last few years and amplified this role …

SpreadsheetBench: towards challenging real world spreadsheet manipulation

Z Ma, B Zhang, J Zhang, J Yu, X Zhang… - ar** a decision support system (DSS) for the distribution of
grapes and grape must in a Chilean cooperative, Cooperativa Agrícola Pisquera Elqui …

Discovering metadata in data files

L Jiang - 2022 - publishup.uni-potsdam.de
It is estimated that data scientists spend up to 80% of the time exploring, cleaning, and
transforming their data. A major reason for that expenditure is the lack of knowledge about …

[PDF][PDF] Aggregation Detection in CSV Files.

L Jiang, G Vitagliano, M Hameed, F Naumann - EDBT, 2022 - openproceedings.org
Aggregations are an arithmetic relationship between a single number and a set of numbers.
Tables in raw CSV files often include various types of aggregations to summarize data …

An adaptive benchmark for modeling user exploration of large datasets

J Purich, A Wise, L Battle - Proceedings of the ACM on Management of …, 2025 - dl.acm.org
In this paper, we present a new DBMS performance benchmark that can simulate user
exploration with any specified dashboard design made of standard visualization and …

NOAH: interactive spreadsheet exploration with dynamic hierarchical overviews

S Rahman, M Bendre, Y Liu, S Zhu, Z Su… - Proceedings of the …, 2021 - dl.acm.org
Spreadsheet systems are by far the most popular platform for data exploration on the planet,
supporting millions of rows of data. However, exploring spreadsheets that are this large via …