sentence_similarity:多种句子相似度算法

Python

句子相似度算法 1. 基于bm25的句子相似度算法准确率很低 2. 基于hownet的句子相似度算法在，准确率很低 3. 基于词向量余弦距离的句子相似度算法基于gensim的n_similarity函数实现、自己实现 4. 基于word2vec+LSTM的句子相似度算法准确率: 93% 5. mpcnn 别人实现的两个基于论文《Multi-Perspective Sentence Similarity Modeling with Convolutional Neural Networks》的句子相似度算法

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（ 124 个子文件 73.23MB ） sentence_similarity:多种句子相似度算法

.gitignore 1.17KB

embedding.py 3.23KB

images.test.tsv 145.04KB

belief.test.tsv 278.06KB

answers-students.test.tsv 162.25KB

headlines.test.tsv 146.50KB

answers-forums.LICENSE 2.44KB

00-readme.test.txt 877B

answers-forums.test.tsv 342.81KB

plagiarism.test.tsv 198.61KB

answer-answer.test.tsv 144.52KB

headlines.test.tsv 146.43KB

question-question.test.tsv 161.76KB

postediting.test.tsv 774.70KB

2012.MSRpar.test.tsv 164.32KB

2015.belief.test.tsv 278.06KB

2012.SMTnews.test.tsv 59.64KB

2014.deft-forum.test.tsv 42.97KB

2013.OnWN.test.tsv 48.09KB

2014.deft-news.test.tsv 62.25KB

2015.headlines.test.tsv 146.50KB

2014.tweet-news.test.tsv 92.54KB

2014.images.test.tsv 70.34KB

2012.OnWN.test.tsv 70.19KB

2015.answers-forums.test.tsv 342.81KB

2015.images.test.tsv 145.04KB

2012.MSRpar.train.tsv 167.24KB

2015.test.tsv 1.45MB

2015.answers-students.test.tsv 162.25KB

2015.val.tsv 92.54KB

2013.headlines.test.tsv 70.15KB

2014.headlines.test.tsv 72.42KB

2013.FNWN.test.tsv 45.32KB

2012.SMTeuroparl.train.tsv 237.79KB

2014.OnWN.test.tsv 69.21KB

2012.SMTeuroparl.test.tsv 60.82KB

2015.train.tsv 317.19KB

README.md 4.60KB

00-readme.train.txt 5.05KB

SMTeuroparl.test.tsv 60.82KB

SMTnews.test.tsv 59.64KB

MSRpar.train.tsv 167.24KB

MSRpar.test.tsv 164.32KB

OnWN.test.tsv 70.19KB

SMTeuroparl.train.tsv 237.79KB

00-readme.test.txt 2.93KB

OnWN.test.tsv 48.09KB

correct-output.pl 1.43KB

headlines.test.tsv 70.15KB

00-readme.test.txt 8.23KB

FNWN.test.tsv 45.32KB

images.test.tsv 70.34KB

deft-forum.test.tsv 42.97KB

OnWN.test.tsv 69.21KB

headlines.test.tsv 72.42KB

00-readme.test.txt 6.62KB

tweet-news.test.tsv 92.54KB

deft-news.test.tsv 62.25KB

utils.py 972B

README.md 769B

data_helper.py 4.29KB

misc.xml 683B

workspace.xml 23.96KB

MPCNN-sentence-similarity-tensorflow.iml 284B

modules.xml 324B

structure.PNG 125.15KB

loss and acc .PNG 123.90KB

train1.py 7.07KB

model.py 7.02KB

多种准确率曲线.py 1.91KB

val.png 46.95KB

w2v_sgd_b16.h5 2.36MB

embedding_matrix.npy 1.13MB

tokenizer.pkl 52.78KB

__init__.py 77B

w2v_sgd_b16.png 36.58KB

roc_auc.png 28.67KB

train.png 49.12KB

acc_loss_scores.py 33.38KB

gen_how_scores.py 141.09KB

lstm.py 10.84KB

acc_loss_stop_scores.py 16.32KB

dataset.7z.001 50.00MB

dataset.7z.002 1.09MB

sent2vec.py 9.09KB

data_process.py 13.16KB

文件说明.txt 649B

gen_sen2vec.py 6.83KB

__init__.py 77B

accs.png 31.08KB

bm25.py 3.10KB

sig_tan_relu.png 21.56KB

README.md 666B

WHOLE.DAT 78.73KB

semdict.dat 11.14KB

glossary.dat 4.02MB

__init__.py 80B

hownet.py 13.19KB

similarity_hownet.py 1.87KB

gensim_sentence_similarity.py 2.84KB

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文件过多，未全部展示

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sentence_similarity:多种句子相似度算法

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