This inventor holds 2 USPTO granted patents. Top assignee: Amazon Technologies, Inc.. Active years: 2026.
Company Filing History:
Years Active: 2026
Title: Yibo Yao: Innovator in Component Shortlisting for Language Models
Introduction
Yibo Yao is a notable inventor based in Bellevue, WA, who has made significant contributions to the field of technology. He is currently associated with Amazon Technologies, Inc., where he focuses on innovations that enhance the functionality of large language models (LLMs). His work is characterized by a commitment to improving the efficiency and effectiveness of component selection processes.
Latest Patents
Yibo Yao holds a patent for a technique titled "Component Shortlisting." This patent describes methods for identifying components, such as application program interfaces (APIs), that are relevant for LLM prompts. The shortlisting process involves one or more proposers that select a specific number of components for performing an instant task. These components can be merged and reranked to create a prioritized list for inclusion in the LLM prompt. The proposers may include various types, such as request-based, query-based, and rule-based proposers. Notably, the query-based proposer can utilize a large language model to generate queries that search component descriptions, identifying components deemed usable for the task at hand.
Career Highlights
Throughout his career, Yibo Yao has demonstrated a strong focus on innovation and technology development. His work at Amazon Technologies, Inc. has positioned him as a key player in advancing the capabilities of language models. His patent reflects a deep understanding of the complexities involved in component selection and the potential for improving user interactions with technology.
Collaborations
Yibo has collaborated with talented individuals such as Mohammad Kachuee and Vaibhav Kumar. These collaborations have likely contributed to the innovative approaches and solutions that Yibo has developed in his work.
Conclusion
Yibo Yao is an influential inventor whose work in component shortlisting for language models showcases his expertise and dedication to technological advancement. His contributions are paving the way for more efficient and effective interactions with large language models.