Company Filing History:
Years Active: 2023-2025
Title: Celebrating the Innovations of Liu Yang
Introduction
Liu Yang is a renowned inventor based in Sunnyvale, CA, recognized for her contributions to the field of machine learning and semantic analysis. With four patents to her name, she has established herself as a significant figure in the tech industry, particularly during her tenure at Google Inc.
Latest Patents
Liu Yang has recently developed groundbreaking technologies, including:
1. **Sorting Attention Neural Networks**: This patent describes a system for performing a machine learning task on a network input. The system comprises multiple computers and storage devices that store specific instructions. When these instructions are executed, the computers implement multiple sorting networks configured to sort vector blocks in a sequence, generating a sorted sequence of vector blocks. Additionally, it features a sorting attention neural network designed to execute multiple sorting attention mechanisms on the input sequence.
2. **Systems and Methods for Machine-Learned Prediction of Semantic Similarity Between Documents**: This innovation outlines a method for predicting semantic similarity between documents. The process includes obtaining two documents, parsing them into various textual blocks, and processing each block with a machine-learned semantic document encoding model. The outcome provides a similarity metric that reflects the semantic similarity between the two documents based on their respective encodings.
Career Highlights
Liu Yang's impactful work at Google Inc. has significantly advanced the capabilities of artificial intelligence in understanding and processing language. Her inventions are at the forefront of innovation that bridges the gap between human language and machine understanding.
Collaborations
Throughout her career at Google, Liu has collaborated with notable colleagues, including Marc Alexander Najork and Michael Bendersky. These collaborations have enriched her projects and fostered a creative environment for developing cutting-edge technologies.
Conclusion
Liu Yang's contributions to the fields of machine learning and semantic analysis are paving the way for future innovations. Her continued work promises to further enhance the interactions between technology and human understanding, making her an invaluable asset to her company and the broader tech community.