Jing Xie

Title: **Innovator Spotlight: Jing Xie**

Introduction

Jing Xie, based in San Jose, California, is an accomplished inventor with a focus on advancing machine learning and data extraction technologies. With three patents to his name, his contributions significantly enhance the capabilities of supervised learning applications in various sectors.

Latest Patents

Jing's most recent patents showcase his innovative approach to tackling challenges in data-driven environments. One of his key inventions is centered on **"Systems and methods for active learning."** This patent addresses the difficulties of acquiring labeled training examples essential for developing high-quality machine learning models. The systems and methods outlined within propose cost-effective strategies for selecting unlabeled data points, thereby improving machine-learned models used in identifying content across text, images, and audio.

Another notable patent seeks to streamline data extraction from structured documents through **"Template-based structured document classification and extraction."** This invention involves automatically creating data extraction templates for various structured documents, such as invoices and emails. By leveraging machine learning to determine the whereabouts of transient fields within these documents, it enhances the efficiency of data extraction processes, allowing users to quickly access critical information.

Career Highlights

Jing Xie is a key player at Google Inc., where he actively contributes to research and development in machine learning and artificial intelligence. His work has not only expanded his own portfolio of patents but has also helped to establish Google as a leader in the innovation of data technologies.

Collaborations

Throughout his career, Jing has collaborated with notable colleagues such as James Bradley Wendt and Jie Yang. These partnerships have facilitated the exchange of ideas and expertise, leading to the successful development of advanced technologies and applications that empower various sectors.

Conclusion

Jing Xie's innovative spirit and technical acumen continue to drive significant advancements in the field of machine learning and data extraction. His patents are a testament to his commitment to enhancing technology and solving complex problems, and he remains an influential figure at Google Inc. as he shapes the future of data-driven innovations.