Corbin Louis Rosset

Title: **Corbin Louis Rosset: Innovator in Natural Language Processing and Search Technologies**

Introduction

Corbin Louis Rosset is a prominent inventor based in Seattle, WA, known for his contributions to the field of natural language processing and search technologies. With a remarkable portfolio of four patents, he exemplifies innovation in solving complex problems through advanced techniques in machine learning and neural networks.

Latest Patents

Among his latest innovations are two notable patents:

1. **Inter-document attention mechanism** - This patent relates to natural language processing using a framework such as a neural network. The described method involves obtaining a first document and a second document and propagating attention from the first document to the second. Through this process, it produces contextualized semantic representations of individual words in the second document, which can substantially enhance various natural language processing operations.

2. **Neural network for search retrieval and ranking** - This invention outlines a mechanism for employing a neural network to identify and rank search results. It describes a machine learning model trained by converting training data comprising query-document entries into query term-document entries. By identifying a set of query terms derived from query history, the model calculates document ranking scores and stores them in a pre-calculated term-document index, facilitating deep learning search capabilities, even in computationally limited environments.

Career Highlights

Corbin currently works with Microsoft Technology Licensing, LLC, where his innovative spirit is nurtured, and he continues to develop groundbreaking technologies that push the boundaries of existing capabilities in technology.

Collaborations

During his career, Corbin Louis Rosset has collaborated with talented colleagues, including Xia Song and Chenyan Xiong. These collaborations enhance his research and innovation efforts, exemplifying teamwork in advancing technology.

Conclusion

Corbin Louis Rosset's work in patents related to natural language processing and search technologies reflects his dedication to innovation in the field. With his impressive patents and collaborative efforts at Microsoft Technology Licensing, LLC, he is making significant strides in how we interact with technology today. His contributions are an inspiration to aspiring inventors and innovators in the tech industry.