Weiran Yao

Title: Weiran Yao: Innovator in Language Model Editing

Introduction

Weiran Yao is an accomplished inventor based in San Francisco, CA. He has made significant contributions to the field of artificial intelligence, particularly in the area of language models. His innovative work has led to the development of a patent that enhances the capabilities of large language models.

Latest Patents

Weiran Yao holds a patent for "Systems and methods for editing a large language model." This patent describes a process where a large language model generates a sequence of tokens and calculates probabilities for both pre-edit and target outputs. A loss function is established based on these probabilities, and gradients of the model are computed to determine an edit location. The model is then updated to ensure it generates the desired target output for given inputs. This patent showcases his expertise in improving AI technologies.

Career Highlights

Weiran Yao is currently employed at Salesforce, Inc., where he applies his skills in machine learning and AI. His work at Salesforce has positioned him as a key player in the development of advanced AI solutions. With a focus on enhancing language models, he continues to push the boundaries of what is possible in this rapidly evolving field.

Collaborations

Weiran collaborates with talented individuals such as Huan Wang and Silvio Savarese. These partnerships foster an environment of innovation and creativity, allowing for the exchange of ideas and expertise in the realm of artificial intelligence.

Conclusion

Weiran Yao is a notable inventor whose work in editing large language models is paving the way for advancements in AI technology. His contributions are significant and reflect his dedication to innovation in the field.