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Cell Mates: Extracting Useful Information From Tables for LLMs

By Gaurav in Statistics — 06 May 2025 We seem to have cracked the art of distilling information in words and images using large machine learning models. But our ability to exploit useful information in tabular data using large models is mostly missing. The upshot is that LLMs don't largely encode the knowledge from these tabular datasets, e.g., survey data, etc., outside of the statistical summaries that may have been published. The key hurdle in incorporating tabular data is coming up with a us...

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