Primal Dual Formulation For Deep Learning With Constraints
NeurIPS, pp. 12157-12168, 2019.
For several problems of interest, there are natural constraints which exist over the output label space. For example, for the joint task of NER and POS labeling, these constraints might specify that the NER label 'organization' is consistent only with the POS labels 'noun' and 'preposition'. These constraints can be a great way of injecti...More
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