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zhanghan97's Projects

bert-utils icon bert-utils

一行代码使用BERT生成句向量,BERT做文本分类、文本相似度计算

conwea icon conwea

Code for the paper "Contextualized Weak Supervision for Text Classification"

gensim_lda icon gensim_lda

基于gensim模块,训练LDA(Latent Dirichlet Allocation)模型,用于计算长短文本的相似度.

lda icon lda

Topic modeling with latent Dirichlet allocation using Gibbs sampling

lda_textsimilarities icon lda_textsimilarities

对输入input.txt文件进行停用词去除和分词到output.txt文件,通过modelLDA.py文件进行词矩阵并进行主题分割和相似文本的结合,重要难度是在于主题个数的确定以及相似度的确定,这直接影响了最终得到的结果

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