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Updated: May 7, 2025

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增量学习算法用于域特定词汇的动态演变,其稳定性和可塑性分析

Mansi Jain1, Harmeet Kaur2, Bhavna Gupta3

  • 1Department of Computer Science, Shyama Prasad Mukherji College for Women, University of Delhi, Delhi, India.

Scientific reports
|January 2, 2025
PubMed
概括

本研究引入了一种增量学习算法,以高效地更新特定领域的词汇. 该方法保持了词汇相关性和有效性,用于诸如具有有限内存和处理需求的文本分类等任务.

关键词:
比格拉姆斯 (Bigrams) 是一个非常大的公司.增量学习是一种增量学习.自然语言处理自然语言处理.文本分析 文本分析单字符的 单字符的在n-grams中使用.

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