开源自然语言处理库的相关内容

2022年必须要了解的20个开源NLP 库（二）

13. Snips NLU3.6k GitHub stars.注意：该库已经2年没有更新了Snips NLU 是一个可以从用自然语言编写的句子中提取结构化信息的 Python 库。每当用户使用自然语言与人工智能交互时，他们的文字都需要被翻译成机器可读的形式（向量）。Snips NLU 的 NLU（自...

2022年必须要了解的20个开源NLP 库（一）

在本文中，我列出了当今最常用的 NLP 库，并对其进行简要说明。它们在不同的用例中都有特定的优势和劣势，因此它们都可以作为专门从事 NLP 的优秀数据科学家备选方案。每个库的描述都是从它们的 GitHub 中提取的。NLP库以下是顶级库的列表，排序方式是在GitHub上的星数倒序。1.Hugging...

达摩院NLP（自然语言处理）技术和应用

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再谈最小熵原理：“飞象过河”之句模版和语言结构 | 附开源NLP库

在前一文从无监督构建词库看「最小熵原理」，套路是如何炼成的中，我们以最小熵原理为出发点进行了一系列的数学推导，最终得到 (2.15) 和 (2.17) 式，它告诉我们两个互信息比较大的元素我们应该将它们合并起来，这有利于降低“学习难度”。于是利用这一原理，我们通过邻字互信息来实现了词库的无监督生成。...

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