Amy L Jensen

Title: Innovations by Amy L Jensen

Introduction

Amy L Jensen is an accomplished inventor based in Brainerd, MN (US). She has made significant contributions to the field of natural language processing through her innovative patents. With a total of 2 patents, her work focuses on enhancing the efficiency and accuracy of natural language solutions.

Latest Patents

One of her latest patents is titled "Machine learning techniques for natural language processing using predictive entity scoring." This invention addresses the need for more accurate and efficient natural language solutions with greater semantic intelligence. The method involves determining an overall prevalence score for input entity data with respect to a scored document corpus and a target section. It also includes determining a qualified prevalence score for the input entity data object with respect to a high-scoring subset of the scored document corpus. The processing of the input entity data object is done using an entity scoring machine learning model, which is characterized by a plurality of multiplicative hyper-parameters and one or more additive hyper-parameters. The invention culminates in performing one or more prediction-based actions based at least in part on the predicted entity score.

Career Highlights

Amy L Jensen is currently employed at Optum, Inc., where she continues to develop her innovative ideas. Her work has been instrumental in advancing the field of machine learning and natural language processing.

Collaborations

Some of her notable coworkers include M P S Jagannadha Rao and Veera Raghavendra Chikka, who contribute to her projects and innovations.

Conclusion

Amy L Jensen's contributions to natural language processing through her patents demonstrate her commitment to innovation and excellence in her field. Her work continues to pave the way for more intelligent and efficient solutions in technology.