Company Filing History:
Years Active: 2019-2020
Title: Innovations of Jonathan R Tiao
Introduction
Jonathan R Tiao is an accomplished inventor based in Mountain View, CA. He has made significant contributions to the field of natural language processing, holding 2 patents that showcase his innovative approach to technology. His work primarily focuses on developing systems and methods that enhance the understanding and summarization of natural language passages.
Latest Patents
One of Jonathan's latest patents is a method and system for ranking and summarizing natural language passages. This patent describes systems and methods that generate a relevance score for a given natural language answer to a natural language query. The goal is to rank the answer among other responses while also generating a summary passage and a likely query related to the given passage. The technology employs multi-layered, recurrent neural networks to encode both the query and the passage. Additionally, a multi-layered neural network is utilized for information retrieval features, which helps in generating a relevant score for the passage. The system also incorporates a decoder that uses a recurrent neural network with soft attention and sequence-to-sequence learning tasks to create a summary passage. This innovative approach aims to present concise and accurate natural language answers to queries.
Career Highlights
Jonathan R Tiao is currently associated with Microsoft Technology Licensing, LLC, where he continues to push the boundaries of technology through his research and development efforts. His work at Microsoft has allowed him to collaborate with other talented professionals in the field.
Collaborations
Some of Jonathan's notable coworkers include Doran Chakraborty and Manish Malik. Their collective expertise contributes to the innovative environment at Microsoft, fostering advancements in technology.
Conclusion
Jonathan R Tiao is a prominent figure in the realm of natural language processing, with a focus on creating systems that improve the ranking and summarization of information. His contributions through patents and collaboration with industry professionals highlight his commitment to innovation in technology.