This inventor holds 1 USPTO granted patent and 1 published patent application. Top assignee: Google Inc.. Active years: 2021.
Company Filing History:
Years Active: 2021
Title: Panupong Pasupat: Innovator in Language Model Technology
Introduction
Panupong Pasupat is a notable inventor based in Mountain View, CA (US). He has made significant contributions to the field of artificial intelligence, particularly in the development of language models. His innovative work focuses on enhancing the capabilities of neural networks to retrieve and utilize information effectively.
Latest Patents
Panupong Pasupat holds 1 patent for his invention titled "Retrieval-augmented language model pre-training and fine-tuning." This patent describes systems and methods for pre-training and fine-tuning neural-network-based language models. The technology involves training a neural-network-based textual knowledge retriever alongside the language model. The knowledge retriever is designed to obtain documents from an unlabeled pre-training corpus, generate its own training tasks, and learn to retrieve documents relevant to those tasks. This framework allows for intelligent retrieval of helpful information from a large corpus, reducing the storage space and complexity of the neural network.
Career Highlights
Panupong Pasupat is currently employed at Google Inc., where he continues to push the boundaries of language model technology. His work has implications for various applications in natural language processing and artificial intelligence.
Collaborations
He collaborates with talented individuals such as Kenton Chiu, Tsun Lee, and Kelvin Gu, contributing to a dynamic and innovative work environment.
Conclusion
Panupong Pasupat's contributions to language model technology exemplify the intersection of innovation and artificial intelligence. His work not only advances the field but also sets the stage for future developments in neural network applications.