Wenxuan Zhou

Title: Innovations of Wenxuan Zhou in Relation Extraction Technology

Introduction

Wenxuan Zhou is an accomplished inventor based in Los Angeles, CA, known for his innovative contributions to the field of relation extraction technology. With a focus on enhancing the accuracy and efficiency of predicting relationships between entities in documents, Zhou has made significant strides in this area.

Latest Patents

Wenxuan Zhou holds a patent for a system and method for relation extraction with adaptive thresholding and localized context pooling. This patent, titled "System and method for relation extraction using adaptive thresholding and localized context pooling (ATLOP)," describes a computing device equipped with a processor and a storage device that stores computer-executable code. The code is designed to provide a document, embed entities within the document into embedding vectors, and predict relations between pairs of entities using these vectors. The relation prediction leverages an improved language model, where each relation has an adaptive threshold. The existence of a relation is determined when the logit of the relation exceeds the logit function of the corresponding adaptive threshold.

Career Highlights

Throughout his career, Wenxuan Zhou has worked with notable companies, including Beijing Wodong Tianjun Information Technology Co., Ltd. and JD.com American Technologies Corporation. His experience in these organizations has contributed to his expertise in the field of technology and innovation.

Collaborations

Wenxuan Zhou has collaborated with talented individuals such as Kevin Huang and Jing Huang, who have contributed to his projects and innovations.

Conclusion

Wenxuan Zhou's work in relation extraction technology showcases his innovative spirit and dedication to advancing the field. His patent and career achievements reflect his significant contributions to technology and innovation.