Company Filing History:
Years Active: 2023
Title: Jinan Xu: Innovator in Language Sequence Labeling
Introduction
Jinan Xu is a prominent inventor based in Shenzhen, China. He has made significant contributions to the field of language processing through his innovative patent. His work focuses on enhancing the understanding and labeling of language sequences, which is crucial for various applications in natural language processing.
Latest Patents
Jinan Xu holds a patent for a "Language sequence labeling method and apparatus, storage medium, and computing device." This patent describes a method that involves reading a first embedding representation of a language sequence. The first embedding representation includes a character-level word embedding representation, a pre-trained word embedding representation, and a global word embedding representation of the language sequence. The global word embedding representation refers to a global context representation of the language sequence. The method further includes performing first depth transformation (DT) encoding on the first embedding representation based on a first DT recurrent neural network (RNN), which outputs a first hidden-layer state representation corresponding to each word in the language sequence. Finally, the method decodes the first hidden-layer state representations of the language sequence to obtain a labeling result of one or more elements in the language sequence. Jinan Xu has 1 patent to his name.
Career Highlights
Jinan Xu is currently employed at Tencent Technology (Shenzhen) Company Limited, where he continues to work on innovative projects in technology and language processing. His expertise in the field has made him a valuable asset to the company.
Collaborations
Jinan Xu collaborates with Fandong Meng, who is also involved in similar technological advancements. Their partnership enhances the research and development efforts within their projects.
Conclusion
Jinan Xu is a notable inventor whose work in language sequence labeling has the potential to impact various applications in natural language processing. His contributions at Tencent Technology highlight the importance of innovation in technology.