Company Filing History:
Years Active: 2022
Title: **Diviya Singh: Innovator in Automated Concept Labeling**
Introduction
Diviya Singh is an accomplished inventor based in Uttar Pradesh, India, known for her innovative contributions in the field of automated document processing. With a total of two patents to her name, she has pioneered methods that enhance the efficiency and accuracy of concept labeling for varying sequences of documents and text fragments.
Latest Patents
Diviya’s latest patents include significant advancements in the identification of concept labels. The first patent, titled "Automated identification of concept labels for a set of documents," describes techniques for intelligently identifying concept labels that are representative of and semantically relevant to multiple documents. This groundbreaking technique involves extracting semantic units from document sets and utilizing relevance scores to determine applicable concept labels. The process culminates with the output of a final set of concept labels that encapsulate the essence of the documents.
Her second patent, "Automated identification of concept labels for a text fragment," advances the concept further by focusing on text fragments. This patented method employs a knowledge base to identify relevant concept labels, ordering them according to their relevance scores. It incorporates dependency analysis to ensure the selected labels are distinct and semantically representative of the text information, thus allowing more precise document categorization.
Career Highlights
Diviya Singh is currently employed at Adobe Inc., where she applies her expertise in document processing and semantic analysis. Her work significantly contributes to the enhancement of document management systems, streamlining workflows for users and improving overall user experiences.
Collaborations
Throughout her career, Diviya has collaborated with notable colleagues, including Natwar Modani and Srinivas Saurab Sirpurkar. These professional relationships foster an environment of innovative thinking, enabling her and her team to push the boundaries of technology and create impactful solutions.
Conclusion
Diviya Singh's dedication to innovation in automated concept labeling positions her as a leading figure in her field. Her patents represent significant advancements that not only simplify the labeling process but also enhance the accuracy of information representation within documents. Her contributions at Adobe Inc. and her collaborations with esteemed colleagues exemplify her commitment to driving technological progress and improving document processing methodologies.