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tabular prediction
tabular prediction
5 papers
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Co-occurring keywords
large language model
(13587)
feature engineering
(226)
automated feature engineering
(7)
decision tree reasoning
(1)
feature generation rule
(1)
iterative rule improvement
(1)
predictive performance
(22)
retrieval-based method
(20)
risk model
(2)
zero-shot prediction
(17)
Papers
AssistedDS: Benchmarking How External Domain Knowledge Assists LLMs in Automated Data Science
EMNLP 2025
Predicting Language Models’ Success at Zero-Shot Probabilistic Prediction
EMNLP 2025
An Efficient Retrieval-Based Method for Tabular Prediction with LLM
COLING 2025
Optimized Feature Generation for Tabular Data via LLMs with Decision Tree Reasoning
NIPS 2024
Generative Table Pre-training Empowers Models for Tabular Prediction
EMNLP 2023
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