Mastercard International Incorporated

Shreyansh Singh

Ankur Arora

Gaurav Dhama

Ganesh Nagendra Prasad

Kanishka Kayathwal

Jessica Carta

The disclosure relates to AI-based machine-learning and natural language modeling to identify semantic similarities between sets of content having natural language text. For example, a system may generate a relevance classification that indicates whether content such as articles are non-specifically relevant to charities without identifying a particular charity. If the content is non-specifically relevant to charities, the system may apply a natural language model to generate sentence embeddings based on the content and determine a level similarity between the sentence embeddings and a query embedding generated from a charity query. The charity query may itself be generated from a full description of the charity through an encoder-decoder architecture with reinforcement learning.

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Noida, India

Shreyansh Singh