Comments (1)
你好!
sentenceSimilarity()
实现了 2009 徐帅《面向问答系统的复述识别技术研究与实现》 中的句子相似度计算方法:
在 2017 《基于主题相似度的宏观篇章主次关系识别方法》中,蒋峰等人也使用了该计算方法提取特征。
fastSentenceSimilarity()
只是简单地将句子中词语向量的叠加(按位加)作为句子的表示向量,然后直接计算句子向量之间的 Cosine 值。理论依据,可以参见苏剑林《更别致的词向量模型(五):有趣的结果》。
from word2vec.
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from word2vec.