2 papers
cs.DB2026
Walk Before You Run: The Importance of Data Exploration for Data Analysis Agents
Yike Yuan, Virum Ranka, Tina Lasisi +1
LLM-based data-analysis tools are increasingly used to help users analyze messy spreadsheets and workbooks, from answering questions over uploaded files to generating code, summari…
cs.LG2024
Tables as Texts or Images: Evaluating the Table Reasoning Ability of LLMs and MLLMs
Naihao Deng, Zhenjie Sun, Ruiqi He +5
In this paper, we investigate the effectiveness of various LLMs in interpreting tabular data through different prompting strategies and data formats. Our analyses extend across six…