Crawl

LLMs for Table Processing We deal with a lot of structured and tabular data. I get asked a lot about how we can leverage LLMs for table processing. I am also interested in this because I work with reasoning tasks that often need to process tabular information and external tools that also interact with tabular information (SQL and Pandas). I've seen a few interesting papers on this topic including challenges, ways to fine-tune models for the task, agents, and advanced prompting techniques that manipulate tables for advanced data analysis with LLMs. This paper provides a short overview of LLMs for table processing, including some of the related research papers.