Xiaojie Guo

Title: The Innovative Contributions of Xiaojie Guo

Introduction

Xiaojie Guo is a notable inventor based in Burke, Virginia. She has made significant contributions to the field of information extraction through her innovative patent. Her work exemplifies the intersection of technology and linguistics, showcasing her expertise in parsing natural language text documents.

Latest Patents

Xiaojie Guo holds a patent for "Automated graph based information extraction." This invention involves parsing a set of sentences within a natural language text document to generate a word-level graph. Using a trained entity identification model, she identifies a set of entity candidates from the graph. Furthermore, her invention generates embeddings from graphs modeling relationships between portions of the sentences. By employing deconvolution layers, she extracts links between entity candidates, ultimately producing an output graph that models linkages within the text document.

Career Highlights

Xiaojie Guo is currently employed at International Business Machines Corporation, commonly known as IBM. Her role at IBM allows her to further develop her innovative ideas and contribute to cutting-edge technology in the field of information processing.

Collaborations

Throughout her career, Xiaojie has collaborated with talented individuals such as Lingfei Wu and Tengfei Ma. These collaborations have enriched her work and fostered a creative environment for innovation.

Conclusion

Xiaojie Guo's contributions to automated information extraction highlight her role as a leading inventor in her field. Her innovative patent and work at IBM demonstrate her commitment to advancing technology and enhancing the understanding of natural language processing.