Cynthia M Murch

Title: The Innovative Contributions of Cynthia M Murch

Introduction

Cynthia M Murch is a notable inventor based in Pine Island, MN (US). She has made significant contributions to the field of natural language processing, holding a total of 5 patents. Her work focuses on improving the efficiency and accuracy of document ingestion processes.

Latest Patents

One of her latest patents is titled "Ingesting documents using multiple ingestion pipelines." This invention involves a primary ingestion pipeline designed for natural language processing, which includes annotators that are responsible for annotating documents. The process begins with the evaluation of both the annotators and the documents to be annotated. An ingestion risk score is generated for each document, indicating the likelihood that it will not be successfully annotated. These scores are then compared to a set of risk criteria. Based on these comparisons, a determination is made regarding which documents meet the risk criteria and which do not. The documents that satisfy the criteria are entered into the primary ingestion pipeline, while those that do not receive special handling.

Career Highlights

Cynthia Murch is currently employed at International Business Machines Corporation, commonly known as IBM. Her role at IBM allows her to leverage her expertise in natural language processing and contribute to innovative solutions in the tech industry.

Collaborations

Throughout her career, Cynthia has collaborated with several talented individuals, including Pamela D Andrejko and Andrew Ronald Freed. These collaborations have further enriched her work and contributed to the development of her patents.

Conclusion

Cynthia M Murch's innovative work in natural language processing and her contributions to document ingestion technologies highlight her as a significant figure in the field. Her patents reflect her commitment to advancing technology and improving processes within the industry.