Mengting Wan

Title: Innovator Mengting Wan: Pioneering Advances in Language Models and Recommendation Systems

Introduction

Mengting Wan is a distinguished inventor based in Bellevue, WA (US). She has made significant contributions to the fields of language models and recommendation systems, holding a total of 3 patents. Her innovative work is primarily associated with Microsoft Technology Licensing, LLC, where she continues to push the boundaries of technology.

Latest Patents

One of Mengting Wan's latest patents is titled "Dataset clustering via language model prompts." This invention relates to prompting a model, such as a Large Language Model (LLM), to ingest natural language clustering instructions. It generates corresponding natural language clustering information, such as a cluster description and/or a cluster label, without the need to generate any numeric text embeddings.

Another notable patent is "Targeted training of inductive multi-organization recommendation models for enterprise applications." This patent describes an enterprise system server, a computer-readable storage medium, and a method for targeted training of inductive multi-organization recommendation models. The method includes receiving enterprise application data from remote organization computing systems, training per-organization recommendation models, and validating each model on data from other organizations. It also involves calculating a transferability metric for each model and utilizing the trained model to provide user recommendations during the execution of the enterprise application.

Career Highlights

Mengting Wan has established herself as a key figure in her field through her innovative patents and contributions to technology. Her work at Microsoft Technology Licensing, LLC has positioned her as a leader in developing advanced systems that enhance user experience and operational efficiency.

Collaborations

Mengting collaborates with talented individuals such as Longqi Yang and Brent Jaron Hecht, contributing to a dynamic and innovative work environment.

Conclusion

Mengting Wan's contributions to language models and recommendation systems exemplify her commitment to innovation and excellence in technology. Her patents reflect her ability to address complex challenges and create solutions that benefit various industries.