Location History:
- Palo Alto, CA (US) (2023)
- Menlo Park, CA (US) (2023)
Company Filing History:
Years Active: 2023
Title: Xi Victoria Lin: Innovator in Data-to-Text Generation
Introduction
Xi Victoria Lin is a prominent inventor based in Menlo Park, CA (US). She has made significant contributions to the field of data-to-text generation, holding a total of 4 patents. Her work focuses on bridging the gap between structured data and natural language, enabling more efficient data processing and understanding.
Latest Patents
One of her latest patents is titled "Structured graph-to-text generation with two step fine-tuning." This invention provides systems and methods for data-to-text generation by receiving input data that includes resource description framework (RDF) triples in an RDF graph. The data-to-text generation system generates position-aware embeddings, including position embeddings, triple role embeddings, and tree-level embeddings. Using these embeddings and the RDF graph, the system generates a textual description for the RDF graph.
Another notable patent is "Bridging textual and tabular data for cross domain text-to-query language semantic parsing with a pre-trained transformer language encoder and anchor text." This invention presents a text-to-database neural network architecture that receives a natural language question and a database schema. It generates a serialized question-schema representation that includes a question, at least one table, and at least one field from the database schema. The architecture's encoder generates question and schema encodings, while the decoder produces an executable query from these encodings.
Career Highlights
Xi Victoria Lin is currently employed at Salesforce.com, Inc., where she continues to innovate in the field of data processing and natural language understanding. Her work has been instrumental in developing advanced systems that enhance the interaction between users and data.
Collaborations
Some of her notable coworkers include Caiming Xiong and Jichuan Zeng, who collaborate with her on various projects within the company.
Conclusion
Xi Victoria Lin is a trailblazer in the realm of data-to-text generation, with her innovative patents paving the way for advancements in natural language processing. Her contributions are shaping the future of how we interact with data.