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Oct, 2023
观测台: 关系表嵌入特征的刻画
Observatory: Characterizing Embeddings of Relational Tables
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Tianji Cong, Madelon Hulsebos, Zhenjie Sun, Paul Groth, H. V. Jagadish
TL;DR
通过分析关系表的嵌入表示,我们提出了一个形式化框架来评估语言模型和表嵌入模型,并总结了关于这些模型的优点和缺点的见解,帮助研究人员和实践者在选择适合的模型时更好地预测模型行为。
Abstract
language models
and specialized
table embedding models
have recently demonstrated strong performance on many tasks over tabular data. Researchers and practitioners are keen to leverage these models in many new ap
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