Oracle International Corporation

Qinlan Shen

Michael Louis Wick

Swetasudha Panda

Ariel Gedaliah Kobren

Jason Anthony Peck

Techniques are disclosed for augmenting data sets used for training machine learning models and for generating predictions by trained machine learning models. These techniques may increase a number and diversity of examples within an initial training dataset of sentences by extracting a subset of words from the existing training dataset of sentences. The techniques may conserve scarce sample data in few-shot situations by training a data generation model using general data obtained from a general data source.

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Burlington, MA, United States of America

Qinlan Shen