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ModelZoo
sentence-BERT_pytorch
Commits
f8ada28f
Commit
f8ada28f
authored
May 30, 2024
by
Rayyyyy
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Change NLP to STS
parent
a6df64fb
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README.md
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@@ -4,7 +4,7 @@
-
https://arxiv.org/pdf/1908.10084.pdf
## 模型结构
一种对预训练BERT网络的改进,它使用连体和三重网络结构来获得语义上有意义的句子嵌入,可以使用余弦相似度进行比较。
<div
align=
center
>
<img
src=
"./doc/model.png"
width=
300
height=
400/
>
</div>
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@@ -110,7 +110,6 @@ python infer.py --data_path ./dataset/simple_wikipedia_v1/simple_wiki_pair.txt -
```
## result
<div
align=
center
>
<img
src=
"./doc/results.png"
/>
</div>
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@@ -124,7 +123,7 @@ python infer.py --data_path ./dataset/simple_wikipedia_v1/simple_wiki_pair.txt -
## 应用场景
### 算法类别
NLP
语义文本相似度
### 热点应用行业
教育,网安,政府
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model.properties
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# 模型描述
modelDescription
=
一种对预训练BERT网络的改进,它使用连体和三重网络结构来获得语义上有意义的句子嵌入,可以使用余弦相似度进行比较。
# 应用场景
appScenario
=
推理,训练,
NLP
,教育,网安,政府
appScenario
=
推理,训练,
语义文本相似度
,教育,网安,政府
# 框架类型
frameType
=
PyTorch
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