Hongchao Li

Title: The Innovative Mind of Hongchao Li

Introduction

Hongchao Li is a notable inventor based in Alpharetta, Georgia. He has made significant contributions to the field of text classification through his innovative patent. His work focuses on utilizing automatically generated seed data to enhance the accuracy of text classification models.

Latest Patents

Hongchao Li holds a patent for "Text classification using automatically generated seed data." This invention involves creating a scoring model that can automatically classify future text samples. The process includes receiving existing text samples and searching a pre-trained corpus to produce nearest neighbor vectors for selected words, phrases, or documents. By identifying selections based on the distance between each nearest neighbor vector and the embedding vector, a text cloud is generated. Text samples from this cloud are then used to produce seed data for training a text classifier. Ultimately, the scoring model can evaluate new text samples and provide a score indicating the likelihood of belonging to a selected class.

Career Highlights

Hongchao Li is currently employed at Equifax Inc., where he applies his expertise in text classification and machine learning. His innovative approach has the potential to revolutionize how text data is processed and classified in various applications.

Collaborations

Hongchao has collaborated with talented individuals such as Rajkumar Bondugula and Allan Joshua, contributing to a dynamic work environment that fosters innovation and creativity.

Conclusion

Hongchao Li's contributions to text classification through his patent demonstrate his innovative spirit and commitment to advancing technology. His work at Equifax Inc. and collaborations with fellow professionals highlight his role in shaping the future of data processing.