Oct 5, 2023 · This paper exploits the idea of building universal tabular data predictors based on generative modeling, namely UniPredict.
Oct 28, 2023 · The paper proposes UniPredict, a model for analytical predictions in tabular data. The work incorporates LLM to multiple tabular datasets, in which a single LLM ...
Inspired by the genera- tive power of large language models (LLMs), this paper exploits the idea of building universal tabu- lar data predictors based on ...
Inspired by the generative power of large language models (LLMs), this paper exploits the idea of building universal tabular data predictors based on generative ...
Using the resulting dataset, which comprises over 1.6B rows from 3.1M unique tables, we fine-tune a Llama 3-8B large language model (LLM) for tabular data ...
This repo focuses on collecting research papers that explore the integration of LLM technology with tabular data, and aims to save you valuable time and boost ...
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Oct 5, 2023 · 受大型语言模型(LLM) 生成能力的启发，本文利用了基于生成建模构建通用表格数据预测器（即UniPredict）的想法。在这里，我们展示了将法学硕士扩展到广泛的表格 ...
TabLLM: Few-shot Classification of Tabular Data with Large Language Models [code]. UniPredict: Large Language Models are Universal Tabular Classifiers.
CITING: Large Language Models Create Curriculum for Instruction Tuning · Tao ... UniPredict: Large Language Models are Universal Tabular Predictors · Ruiyu ...
Zifeng Wang on LinkedIn: #machinelearning #datascience ...
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Oct 31, 2023 · New Research Highlight: UniPredict - Universal Tabular Predictors with LLMs Motivation: - Tabular data prediction is pivotal in many ...