This inventor holds 1 USPTO granted patent and 1 published patent application. Top assignee: International Business Machines Corporation. Active years: 2021.
Company Filing History:
Years Active: 2021
Title: Arpita Roy: Innovator in Relation Extraction Modeling
Introduction
Arpita Roy is a notable inventor based in Halethorpe, MD (US). She has made significant contributions to the field of relation extraction modeling. Her innovative work has led to the development of a unique patent that enhances the efficiency of training data generation.
Latest Patents
Arpita Roy holds a patent titled "Cross-subject model-generated training data for relation extraction modeling." This patent involves constructing a first vector representation of a word within a narrative text and a machine-generated label corresponding to that word. The process includes training an annotator model to produce probabilities representing probable output annotations for words in narrative texts. The training aims to minimize the difference between human-generated labels and probable output annotations. The trained model can then generate second training data, which is useful for training a relation extraction model.
Career Highlights
Arpita Roy is currently employed at International Business Machines Corporation (IBM). Her work at IBM focuses on advancing technologies that improve data processing and machine learning applications. She has demonstrated a strong commitment to innovation and excellence in her field.
Collaborations
Arpita collaborates with talented individuals such as Youngja Park and Taesung Lee. These collaborations enhance her research and contribute to the development of cutting-edge technologies.
Conclusion
Arpita Roy is a pioneering inventor whose work in relation extraction modeling is shaping the future of data processing. Her contributions to the field are invaluable, and her innovative spirit continues to drive advancements in technology.