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Add doc embedding implementation during inference #339

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This closes #338.
The implementation follows the one of the method get_document_embedding from neuralcoref.train.document, which is the method that calculates document embeddings during training.

The implementation follows the one of the method get_document_embedding from neuralcoref.train.document
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Missing implementation of doc embeddings during inference
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