Ancestry.com Operations Inc.

Other

Carol Myrick Anderson

Gann Alexander Bierner

Tyler Folkman

Philip Theodore Crone

Norman Brisco

Described herein are systems, methods, and other techniques for segmenting an input text. A set of tokens are extracted from the input text. Token representations are computed for the set of tokens. The token representations are provided to a machine learning model that generates a set of label predictions corresponding to the set of tokens. The machine learning model was previously trained to generate label predictions in response to being provided input token representations. Each of the set of label predictions indicates a position of a particular token of the set of tokens with respect to a particular segment. One or more segments within the input text are determined based on the set of label predictions.

Topic segmentation of image-derived text

Systems, methods, and other techniques for extracting data from obituaries are provided. In some embodiments, an obituary containing a plurality of words is received. Using a machine learning model, an entity tag from a set of entity tags may be assigned to each of one or more words of the plurality of words. Each particular tag from the set of entity tags may include a relationship component and a category component. The relationship component may indicate a relationship between a particular word and the deceased individual. The category component may indicate a categorization of the particular word to a particular category from a set of categories. The extracted data may be stored in a genealogical database.

Extraction of genealogy data from obituaries

A collar shield including an outer cloth section having the perimeter area of an inwardly facing side thereof coated with a heat activated adhesive layer, an inner section of non-woven fabric that is coated on a collar facing side with a layer of whitening agent, and a central barrier strip formed from a flexible, moisture impermeable material positioned between the outer cloth section and the inner section of nonwoven fabric in a manner such that the layer of whitening agent is oriented away from the barrier strip. The outer cloth section, the inner section of non-woven fabric, and the central barrier strip are secured together with an adhesive to form the collar shield. The inner section nonwoven fabric and the central barrier strip are sized such that the heat activated adhesive layer extends past the perimeter edges of the inner section of nonwoven fabric and the central barrier strip. The whitening agent preferably includes a proteolytic enzyme, and more preferably is a paste including forty-five percent sursactants, forty-five percent propylene glycol, and three percent proteolytic enzyme.

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Lehi, UT, United States of America

Carol Myrick Anderson