Chen Zhao

Title: Innovations by Chen Zhao

Introduction

Chen Zhao is an accomplished inventor based in Redmond, WA, known for his contributions to natural language processing and entity matching technologies. He holds two patents that showcase his innovative approach to solving complex problems in the field of artificial intelligence.

Latest Patents

One of Chen Zhao's latest patents is titled "Inter-document attention mechanism." This document relates to natural language processing using a framework such as a neural network. One example method involves obtaining a first document and a second document and propagating attention from the first document to the second document. The example method also involves producing contextualized semantic representations of individual words in the second document based at least on the propagating. The contextualized semantic representations can provide a basis for performing one or more natural language processing operations.

Another significant patent is "End-to-end fuzzy entity matching." This patent describes systems and techniques for end-to-end fuzzy entity matching. A first input and a second input may be received. The first input and the second input may be evaluated to identify common attribute types. A set of attribute entity matching models may be selected that correspond to the attribute types. The first input and the second input may be evaluated using the set of attribute entity matching models to determine a set of weighted scores for attribute pairs in the first input and the second input. The set of weighted scores may be evaluated using a table-level entity matching model to identify a common entity included in the first input and the second input. A linking dataset may be generated that includes a cross-linking facility indicating a relationship between a first entity descriptor in the first input and a second entity descriptor in the second input.

Career Highlights

Chen Zhao is currently employed at Microsoft Technology Licensing, LLC, where he continues to develop innovative solutions in technology. His work has significantly impacted the fields of natural language processing and data matching.

Collaborations

Some of his notable coworkers include Yeye He and Chenyan Xiong, who have collaborated with him on various projects.

Conclusion

Chen Zhao's contributions to technology through his patents reflect his innovative spirit and dedication to advancing the field of artificial intelligence. His work continues to influence the development of natural language processing and entity matching systems.