Location History:
- Durham, NC (US) (2019 - 2020)
- Cary, NC (US) (2021 - 2023)
Company Filing History:
Years Active: 2019-2023
Title: The Innovative Mind of Le Zhang
Introduction
Le Zhang is a prominent inventor based in Durham, NC (US), known for his significant contributions to the field of technology. With a total of 10 patents to his name, Zhang has made remarkable strides in developing advanced systems for natural language processing and question-answering technologies.
Latest Patents
One of Zhang's latest patents is titled "Generating and using a sentence model for answer generation." In this innovative approach, one or more computer processors ingest a first corpus of a plurality of text sentences. These processors convert the plurality of text sentences into a plurality of sentence vectors and group them into clusters based on semantic similarity. The system then analyzes a second corpus to determine the frequency of each sentence cluster, ultimately calculating probabilities to generate a first sentence model.
Another notable patent is "Leveraging entity relations to discover answers using a knowledge graph." This patent describes a method where a question is received by a question-answering (QA) system. Relevant passages are identified, and a question knowledge graph is generated. The system compares passage knowledge graphs to the question knowledge graph, resulting in a set of knowledge graph candidate answers. The QA system computes a set of candidate answers based on these kgCAs.
Career Highlights
Le Zhang is currently employed at International Business Machines Corporation, commonly known as IBM. His work at IBM has allowed him to explore and innovate in the realms of artificial intelligence and machine learning, contributing to the advancement of technology in meaningful ways.
Collaborations
Zhang has collaborated with talented individuals such as Kyle Croutwater and Vikrant Verma, enhancing his projects with diverse expertise and perspectives.
Conclusion
Le Zhang's innovative work and patents reflect his dedication to advancing technology and improving systems for natural language processing. His contributions continue to shape the future of question-answering systems and artificial intelligence.
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.