FormaT5: Abstention and Examples for Conditional Table Formatting with Natural Language

M Singh, J Cambronero, S Gulwani, V Le… - arXiv preprint arXiv …, 2023 - arxiv.org
Formatting is an important property in tables for visualization, presentation, and analysis.
Spreadsheet software allows users to automatically format their tables by writing data …

Visual Cues for Data Analysis Features Amplify Challenges for Blind Spreadsheet Users

M Perera, B Lee, EK Choe, K Marriott - … of the CHI Conference on Human …, 2024 - dl.acm.org
Spreadsheets are widely used for storing, manipulating, analyzing, and visualizing data.
Features such as conditional formatting, formulas, sorting, and filtering play an important role …

EmFORE: Learning Email Folder Classification Rules by Demonstration

M Singh, G Verbruggen, J Cambronero, V Le… - Proceedings of the …, 2024 - ojs.aaai.org
Tools that help with email folder management are limited, as users have to manually write
rules to assign emails to folders. We present EMFORE, an iterative learning system that …

An Empirical Study of Validating Synthetic Data for Formula Generation

U Singh, J Cambronero, S Gulwani, A Kanade… - arXiv preprint arXiv …, 2024 - arxiv.org
Large language models (LLMs) can be leveraged to help with writing formulas in
spreadsheets, but resources on these formulas are scarce, impacting both the base …

[引用][C] Automating expertise in identifying structured data quality issues: from experts, through novices, to machines

S Yu - 2024 - espace.library.uq.edu.au
Data quality is crucial to the efficacy of any data analysis model. Enhancing data quality
through data cleaning is a demanding and time-intensive process. Data experts devote …