Papers by Tianping Zhang
Generative Table Pre-training Empowers Models for Tabular Prediction (2023.emnlp-main)
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| Challenge: | Existing methods to use table pre-training to boost tabular prediction performance remain open . a bachelor's degree earns less than 50K, and a generative LM can be used to unify tasks via one LM. |
| Approach: | They propose a method that leverages table pre-training to empower tabular prediction models. |
| Outcome: | The proposed method outperforms baseline models on 12 datasets and can be easily combined with various backbone models. |