Xiaoqiang Luo

Title: The Innovations of Xiaoqiang Luo

Introduction

Xiaoqiang Luo is a prominent inventor based in Ardsley, NY (US). He has made significant contributions to the field of natural language processing, holding a total of 7 patents. His work focuses on developing systems and methods that enhance the interaction between machines and human language.

Latest Patents

One of Xiaoqiang Luo's latest patents is titled "System and method for automatically detecting and interactively displaying information about entities, activities, and events from multiple-modality natural language sources." This invention provides a method for automatically extracting and organizing information from various data sources using a natural language processing information extraction pipeline. The system applies automatic detection of entities and groups identified information into equivalence classes. It also computes the order of displayable representations and produces a combined representation that respects this order.

Another notable patent is "Deep analysis of natural language questions for question answering system." This invention involves creating training data for a natural language processing system by obtaining natural language input annotated with important phrases. It generates training instances that include a syntactic parse tree of nodes representing elements of the input, augmented with the annotated phrases. A classifier is then trained based on these instances to predict potential important phrases in queries.

Career Highlights

Xiaoqiang Luo is currently employed at International Business Machines Corporation (IBM), where he continues to innovate in the field of natural language processing. His work has contributed to advancements in how machines understand and process human language, making significant impacts in various applications.

Collaborations

Xiaoqiang has collaborated with notable coworkers such as Vittorio R Castelli and Salim Estephan Roukos. These collaborations have further enriched his research and development efforts in the field.

Conclusion

Xiaoqiang Luo's contributions to natural language processing through his patents and work at IBM highlight his role as a leading inventor in this innovative field. His advancements continue to shape the way machines interact with human language, paving the way for future developments.