update entity tagging

Author: huseinzol05

README.md

@@ -5,7 +5,7 @@
 </p>
 <p align="center">
   <a href="https://github.com/huseinzol05/NLP-Models-Tensorflow/blob/master/LICENSE"><img alt="MIT License" src="https://img.shields.io/badge/License-MIT-yellow.svg"></a>
-  <a href="#"><img src="https://img.shields.io/badge/total%20models-278--models-blue.svg"></a>
+  <a href="#"><img src="https://img.shields.io/badge/total%20models-279--models-blue.svg"></a>
   <a href="#"><img src="https://img.shields.io/badge/sentiments-71--models-success.svg"></a>
   <a href="#"><img src="https://img.shields.io/badge/chatbot-54--models-success.svg"></a>
   <a href="#"><img src="https://img.shields.io/badge/NMT-52--models-success.svg"></a>
@@ -307,12 +307,13 @@ I will attached github repositories for models that I not implemented from scrat
 
 ### [Entity-Tagging](entity-tagging)
 
-1. Bidirectional RNN + Bahdanau Attention + CRF
-2. Bidirectional RNN + Luong Attention + CRF
-3. Bidirectional RNN + CRF
-4. Char Ngrams + Bidirectional RNN + Bahdanau Attention + CRF
-5. Char Ngrams + Residual Network + Bahdanau Attention + CRF
-6. Char Ngrams + Attention is you all Need + CRF
+1. Bidirectional RNN + CRF, test accuracy 96%
+2. Bidirectional RNN + Luong Attention + CRF, test accuracy 93%
+3. Bidirectional RNN + Bahdanau Attention + CRF, test accuracy 95%
+4. Char Ngrams + Bidirectional RNN + Bahdanau Attention + CRF, test accuracy 96%
+5. Char Ngrams + Bidirectional RNN + Bahdanau Attention + CRF, test accuracy 96%
+6. Char Ngrams + Residual Network + Bahdanau Attention + CRF, test accuracy 69%
+7. Char Ngrams + Attention is you all Need + CRF, test accuracy 90%
 
 ### [Dependency-Parser](dependency-parser)