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Title: GitHub - svjack/Sbert-ChineseExample: Sentence-Transformers Information Retrieval example on Chinese

Open Graph Title: GitHub - svjack/Sbert-ChineseExample: Sentence-Transformers Information Retrieval example on Chinese

X Title: GitHub - svjack/Sbert-ChineseExample: Sentence-Transformers Information Retrieval example on Chinese

Description: Sentence-Transformers Information Retrieval example on Chinese - svjack/Sbert-ChineseExample

Open Graph Description: Sentence-Transformers Information Retrieval example on Chinese - svjack/Sbert-ChineseExample

X Description: Sentence-Transformers Information Retrieval example on Chinese - svjack/Sbert-ChineseExample

Mail addresses
svjackbt@gmail.com
ehangzhou@outlook.com

Opengraph URL: https://github.com/svjack/Sbert-ChineseExample

X: @github

direct link

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https://patch-diff.githubusercontent.com/svjack/Sbert-ChineseExample#内容提要
有关这个工程https://patch-diff.githubusercontent.com/svjack/Sbert-ChineseExample#about-the-project
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开始https://patch-diff.githubusercontent.com/svjack/Sbert-ChineseExample#getting-started
安装https://patch-diff.githubusercontent.com/svjack/Sbert-ChineseExample#installation
使用https://patch-diff.githubusercontent.com/svjack/Sbert-ChineseExample#usage
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https://patch-diff.githubusercontent.com/svjack/Sbert-ChineseExample#about-the-project
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Sentence Transformershttps://github.com/UKPLab/sentence-transformers
Elasticsearchhttps://github.com/elastic/elasticsearch
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https://patch-diff.githubusercontent.com/svjack/Sbert-ChineseExample#开始
https://patch-diff.githubusercontent.com/svjack/Sbert-ChineseExample#getting-started
https://patch-diff.githubusercontent.com/svjack/Sbert-ChineseExample#安装
https://patch-diff.githubusercontent.com/svjack/Sbert-ChineseExample#installation
https://patch-diff.githubusercontent.com/svjack/Sbert-ChineseExample#使用
https://patch-diff.githubusercontent.com/svjack/Sbert-ChineseExample#usage
1. 从 google drive 下载数据集https://github.com/brightmart/nlp_chinese_corpus#4%E7%A4%BE%E5%8C%BA%E9%97%AE%E7%AD%94json%E7%89%88webtext2019zh-%E5%A4%A7%E8%A7%84%E6%A8%A1%E9%AB%98%E8%B4%A8%E9%87%8F%E6%95%B0%E6%8D%AE%E9%9B%86
2. bi_encoder 数据准备https://patch-diff.githubusercontent.com/svjack/Sbert-ChineseExample/blob/main/script/bi_encoder/bi-encoder-data.py
3. 训练 bi_encoderhttps://patch-diff.githubusercontent.com/svjack/Sbert-ChineseExample/blob/main/script/bi_encoder/bi-encoder-batch.py
4. cross_encoder 训练数据准备https://patch-diff.githubusercontent.com/svjack/Sbert-ChineseExample/blob/main/script/cross_encoder/try_sbert_neg_sampler.py
5. cross_encoder 检测数据准备https://patch-diff.githubusercontent.com/svjack/Sbert-ChineseExample/blob/main/script/cross_encoder/try_sbert_neg_sampler_valid.py
6. 训练 cross_encoderhttps://patch-diff.githubusercontent.com/svjack/Sbert-ChineseExample/blob/main/script/cross_encoder/cross_encoder_random_on_multi_eval.py
7. 展示 bi_encoder cross_encoder 的推断过程https://patch-diff.githubusercontent.com/svjack/Sbert-ChineseExample/blob/main/script/cross_encoder/valid_cross_encoder_on_bi_encoder.py
https://patch-diff.githubusercontent.com/svjack/Sbert-ChineseExample#引导
https://patch-diff.githubusercontent.com/svjack/Sbert-ChineseExample#roadmap
https://guzpenha.github.io/transformer_rankers/，https://guzpenha.github.io/transformer_rankers/，
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https://github.com/svjack/Sbert-ChineseExamplehttps://github.com/svjack/Sbert-ChineseExample
https://patch-diff.githubusercontent.com/svjack/Sbert-ChineseExample#acknowledgements
Sentence Transformershttps://github.com/UKPLab/sentence-transformers
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