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Table 2.

Mean gate values in CoNLL when entities and non-entities are correct and incorrect. For entities, the average value of context gates remains the same irrespective of the predicted values. For both entities and non-entities, the word gate has a much higher value when the prediction is correct. The word identity itself is the major driver of performance.

 ContextWord
ENT correct 0.906 0.831 
ENT incorrect 0.906 0.651 
O correct 0.613 0.897 
O incorrect 0.900 0.613 
 ContextWord
ENT correct 0.906 0.831 
ENT incorrect 0.906 0.651 
O correct 0.613 0.897 
O incorrect 0.900 0.613 
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