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This is way to fix #340. This is done by avoiding slicing and using coordinate indexing instead for the assignment.

This is done by avoiding slicing and using coordinate indexing instead for the assignment
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Wrong Mention Type one-hot vectors during training due to a small bug in dataset.py

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