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guillaumegenthial / tf_ner

Simple and Efficient Tensorflow implementations of NER models with tf.estimator and tf.data
Apache License 2.0
923 stars 275 forks source link

Visualizing embeddings & improving accuracy #66

Open shivomthakkar opened 4 years ago

shivomthakkar commented 4 years ago

Hey,

First off, thanks for your amazing implementation of Custom NER. I have been using it for my project.

I am facing this issue where sometimes the data gets tagged to the wrong entity name. Now I know that we cannot have 100% accuracy, but I was wondering if there was any changes that I could make in the code that would help me visualize my model, or understand exactly what is going on and how I can maybe improve it?