Roshrini commented on a change in pull request #12535: [MXNET-954] 
Implementation of Structured-Self-Attentive-Sentence-Embedding
URL: https://github.com/apache/incubator-mxnet/pull/12535#discussion_r225730461
 
 

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 File path: example/self_attentive_sentence_embedding/README.md
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+## Implementation of Structured-Self-Attentive-Sentence-Embedding
+
+This is an implementation of the paper [A Structured Self-Attentive Sentence 
Embedding](https://arxiv.org/abs/1703.03130). This program implements most of 
the details in the paper. Finally, the user reviews the emotional star ratings 
in the three experiments mentioned in the original paper, and used the same 
data set: [The reviews of Yelp 
Data](https://www.kaggle.com/yelp-dataset/yelp-dataset#yelp_academic_dataset_review.json).
 The model structure is as follows:
+
+![Bi_LSTM_Attention](./images/Bi_LSTM_Attention.png)
+
+
+
+## Requirments
 
 Review comment:
   typo: Requirements

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