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tabular prediction

6 papers

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large language model (5) feature engineering (2) student-teacher learning (1) retrieval-based method (1) risk model (1) zero-shot prediction (1) automated data science (1) automated feature generation (1) table pre-training (1) automated feature engineering (1)

Papers

An Efficient Retrieval-Based Method for Tabular Prediction with LLM COLING 2025 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 Small Models are LLM Knowledge Triggers for Medical Tabular Prediction ICLR 2025 Optimized Feature Generation for Tabular Data via LLMs with Decision Tree Reasoning NeurIPS 2024 Generative Table Pre-training Empowers Models for Tabular Prediction EMNLP 2023