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Updated: May 30, 2025

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走向使用半监督学习的自动化食谱类型分类.

Nazmus Sakib1, G M Shahariar2, Md Mohsinul Kabir1

  • 1SSL Lab, Dept. of CSE, Islamic University of Technology, Dhaka, Bangladesh.

PloS one
|January 28, 2025
PubMed
概括

一个新的200万种食谱数据集,即分类,原型和注释200万种扩展 (3A2M+) 数据集,有助于配方分类和命名实体识别 (NER). 这一数据集在类型分类中实现了98.6%的准确性,突出了食谱标题的重要性.

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Non-equilibrium in the Cell01:16

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An important concept in studying metabolism and energy is that of chemical equilibrium. Most chemical reactions are reversible. They can proceed in both directions, releasing energy into their environment in one direction, and absorbing it from the environment in the other direction. The same is true for the chemical reactions involved in cell metabolism, such as the breaking down and building up of proteins into and from individual amino acids, respectively. Reactants within a closed system...
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