Question: Effect of missing word in pre-trained word embeddings on model performance.

guillaumegenthial / tf_ner

Simple and Efficient Tensorflow implementations of NER models with tf.estimator and tf.data

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Question: Effect of missing word in pre-trained word embeddings on model performance. #51

Closed nawabhussain closed 4 years ago

nawabhussain commented 5 years ago

If a word is not found in the pre-trained embeddings used for word embeddings, would it have a bad effect on the model performance? I try to generate my embeddings as well, but I feel they don't help the model cluster similar words.

nawabhussain commented 4 years ago

This has been answered in the blog