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Nice work, well-written and easy to understand, and with lots of real-world applications. The key insight is that if you reformat each row in your tabular data
by cs702 4y ago
Nice work, well-written and easy to understand, and with lots of real-world applications.
The key insight is that if you reformat each row in your tabular data as a string of text (e.g., "income is $50,000, college education is True, age is 30 to 40, ..."), you can tokenize the text, feed it to a pretrained LLM, and finetune the LLM to generate synthetic records that are statistically similar to the real ones.