Fmr Corp.

Lisa Huang

Vineel Gujjar

Ali Limon

A method for evaluating electronic documents based on a framework having a plurality of labels includes receiving a plurality of electronic documents, each electronic document having a company identifier. The method includes extracting a plurality of input sentences from each electronic document. The method includes generating a plurality of input sentence embeddings, each input sentence embedding corresponding to one of the input sentences. The method includes generating a plurality of label embeddings, each label embedding corresponding to one of the labels. The method includes calculating a plurality of similarity measures between each of the input sentence embeddings and each of the label embeddings. The method includes generating a plurality of label sentences for each of the labels based on the similarity measures, each of the label sentences being associated with one of the company identifiers. The method includes generating a plurality of entities for each of the label sentences.

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Boston, MA, United States of America

Lisa Huang