American Express Travel Related Services Company, Inc.

Jayatu Sen Chaudhury

Shailja Pandey

Chanderpreet Singh Duggal

Mrigank Prince

Prodip Hore

Soham Banerjee

Prakhar Thapak

At least some embodiments are directed to an entity classification system receives informational data associated with an entity. The informational data includes sentences associated with the entity. The entity classification system utilizes a first machine learning model to determine a first contextual meaning among words of a sentence associated with the entity based on a first word embedding technique, and determines at least one category associated with the entity based at least in part on the first contextual meaning. The entity classification system utilizes a second machine learning model to determine a second contextual meaning shared by a set of sentences based on a second embedding technique, and determines a subcategory of the category associated with the entity based at least in part on the second contextual meaning. The entity classification system generates an output including the category and subcategory associated with the entity.

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Gurgaon, Croatia

Jayatu Sen Chaudhury