This inventor holds 1 USPTO granted patent. Top assignee: Oracle International Corporation. Active years: 2025.
Company Filing History:
Years Active: 2025
Title: Jeaff Wang: Innovator in Machine Learning for Key-Value Extraction
Introduction
Jeaff Wang is a prominent inventor based in Sammamish, WA (US). He has made significant contributions to the field of machine learning, particularly in the area of key-value extraction from documents. His innovative approach has led to the development of a unique multi-stage training model that enhances the efficiency and accuracy of machine learning applications.
Latest Patents
Jeaff Wang holds a patent for a groundbreaking invention titled "Multi-stage machine learning model training for key-value extraction." This patent describes techniques for multi-stage training of a machine learning model to extract key-value pairs from various document types. The system utilizes a set of training data that includes unlabeled documents across different categories. In the initial stage, the model identifies relationships among tokens, such as words, numbers, and punctuation, within the documents. The subsequent training stage involves supervised machine learning, where the training data is labeled to pinpoint key-value pairs. This innovative approach allows for the modification of the model's parameters based on the characteristics of the specific training data set.
Career Highlights
Throughout his career, Jeaff Wang has demonstrated a commitment to advancing machine learning technologies. His work has not only contributed to the academic community but has also had practical applications in various industries. With a focus on improving the extraction of information from documents, his inventions have paved the way for more efficient data processing methods.
Collaborations
Jeaff Wang has collaborated with notable colleagues, including Yazhe Hu and Mengqing Guo. Their combined expertise has further enhanced the development of innovative solutions in the field of machine learning.
Conclusion
In summary, Jeaff Wang is a distinguished inventor whose work in machine learning has led to significant advancements in key-value extraction techniques. His patent reflects a deep understanding of the complexities involved in document processing, showcasing his innovative spirit and dedication to the field.