Location History:
- Hunan, CN (2021)
- Changsha, CN (2022)
Company Filing History:
Years Active: 2021-2025
Title: Xueshan Luo: Innovator in Multilingual Event Detection and Sentence Embedding Technologies
Introduction
Xueshan Luo is a prominent inventor based in Hunan, China. He has made significant contributions to the fields of event detection and sentence embedding technologies. With a total of 3 patents to his name, Luo's work is characterized by innovative methodologies that enhance machine learning applications.
Latest Patents
Luo's latest patents include a method and apparatus for training a few-shot event detection model based on multilingual prompt learning. This invention involves acquiring a training data set and applying a multilingual prompt model to predict the probability distribution of a trigger tag. The process includes generating contrastive and bilingual instances, performing multilingual prompt and cross-lingual encoding, and optimizing model training based on calculated losses.
Another notable patent is a device and text representation method applied to sentence embedding. This invention focuses on determining parent and child word relationships to generate sentence embeddings through a two-level interaction representation. The method combines local and global interaction representations to improve the accuracy and efficiency of sentence embeddings, outperforming traditional models like Tree-LSTM.
Career Highlights
Xueshan Luo is affiliated with the National University of Defense Technology, where he continues to advance research in his areas of expertise. His work has garnered attention for its practical applications in natural language processing and machine learning.
Collaborations
Luo collaborates with esteemed colleagues, including Fei Cai and Deke Guo, who contribute to his research endeavors and innovations.
Conclusion
Xueshan Luo's contributions to multilingual event detection and sentence embedding technologies highlight his role as a leading inventor in the field. His innovative patents reflect a commitment to enhancing machine learning applications, making significant strides in the industry.
Inventor’s Patent Attorneys refers to legal professionals with specialized expertise in representing inventors throughout the patent process. These attorneys assist inventors in navigating the complexities of patent law, including filing patent applications, conducting patent searches, and protecting intellectual property rights. They play a crucial role in helping inventors secure patents for their innovative creations.