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Related Named Entities Classification in the Economic-Financial Context

De Los Reyes, Daniel; Barcelos, Allan; Vieira, Renata; Manssour, Isabel

The present work uses the Bidirectional Encoder Representations from Transformers(BERT) to process a sentence and its entities and indicate whether two named entities present in a sentence are related or not, constituting a binary classification problem. It was developed for the Portuguese language, considering the financial domain and exploring deep linguistic representations to identify a relation between ent...


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