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| .. | ||
| models | ||
| src/main | ||
| pom.xml | ||
| README_CN.md | ||
| README_EN.md | ||
| semantic_simnet_bow_sdk.iml | ||
| semantic-simnet-bow-sdk.iml | ||
Download the model and place it in the models directory
- Link 1: https://github.com/mymagicpower/AIAS/releases/download/apps/lac.zip
- Link 2: https://github.com/mymagicpower/AIAS/releases/download/apps/simnet_bow.zip
Text-Short Text Similarity SDK [Chinese]
Calculate the cosine similarity between two sentences: Based on the user input of two texts, the similarity score can be calculated.
SDK algorithm:
The model is based on SimNet, which is a model for calculating sentence similarity.
Running example - SemanticExample
After running successfully, the command line should display the following information:
...
[INFO ] - 句子 1: 这个棋局太难了
# Chinese word segmentation
[INFO ] - Words : [这个, 棋局, 太难, 了]
# Part of speech tagging
[INFO ] - Tags : [r, n, a, xc]
[INFO ] - 句子 2: 这个棋局不简单
# Chinese word segmentation
[INFO ] - Words : [这个, 棋局, 不, 简单]
# Part of speech tagging
[INFO ] - Tags : [r, n, d, a]
[INFO ] - 句子 3: 这个棋局很有意思
# Chinese word segmentation
[INFO ] - Words : [这个, 棋局, 很, 有意思]
# Part of speech tagging
[INFO ] - Tags : [r, n, d, a]
# Calculate short text similarity
[INFO ] - 句子 1: 这个棋局太难了
[INFO ] - 句子 2: 这个棋局不简单
[INFO ] - 相似度 : 0.8542996
[INFO ] - 句子 1: 这个棋局太难了
[INFO ] - 句子 3: 这个棋局很有意思
[INFO ] - 相似度 : 0.8260221