Company Filing History:
Years Active: 2023-2025
Title: Hugh Nicholas Perkins: Innovator in Language Models and Neural Networks
Introduction
Hugh Nicholas Perkins is a notable inventor based in Queens, NY (US). He has made significant contributions to the fields of language models and neural networks, holding a total of 2 patents. His work focuses on automating communication processes and discovering goals from conversations.
Latest Patents
One of Perkins' latest patents is titled "Prompting language models to select API calls." This invention automates a communications session with a user by utilizing a language model that selects the next action to be performed. The model can transmit responsive communications or perform API calls based on a prompt that includes various representations of the communication session and available API calls. This innovation enhances the efficiency of automated interactions.
Another significant patent is "Automated conversation goal discovery using neural networks and deep multi-view clustering." This patent describes a system and method for automatically discovering goals from conversations. It involves partitioning a dataset of conversations into two views and generating vector representations that are clustered in an alternating fashion. The process encourages two neural network encoders to yield similar cluster assignments, ultimately allowing users to label clusters with specific goals.
Career Highlights
Hugh Nicholas Perkins is currently employed at Asapp, Inc., where he continues to develop innovative solutions in the realm of artificial intelligence and machine learning. His work at Asapp focuses on enhancing communication technologies and improving user interactions through advanced algorithms.
Collaborations
Perkins collaborates with talented individuals such as Yi Yang and Michael Griffiths, contributing to a dynamic team that drives innovation in their field.
Conclusion
Hugh Nicholas Perkins is a distinguished inventor whose work in language models and neural networks has the potential to transform automated communication. His contributions are paving the way for more efficient and intelligent interactions in technology.