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Arxiv
1d
291
Image Credit: Arxiv
LLM Meeting Decision Trees on Tabular Data
- Tabular data have been crucial in various fields like healthcare and finance.
- Integration of Large Language Models (LLMs) with tabular data is a recent development.
- A new method called DeLTa uses logical decision tree rules as intermediaries for tabular prediction.
- DeLTa improves predictive performance without the need for LLM fine-tuning, achieving state-of-the-art results in diverse tabular benchmarks.
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