Company Filing History:
Years Active: 2018-2025
Title: Innovations of Marina Danilevsky Hailpern
Introduction
Marina Danilevsky Hailpern is a prominent inventor based in San Jose, California. She has made significant contributions to the field of artificial intelligence, particularly in the areas of natural language processing and neuro-symbolic learning. With a total of eight patents to her name, her work continues to influence advancements in technology.
Latest Patents
One of her latest patents is focused on "Learning rules and dictionaries with neuro-symbolic artificial intelligence." This innovative system involves a method for jointly learning dictionary-based rules and candidates. The process begins with receiving and parsing natural language text into subsets. These subsets undergo natural language processing to identify verbs, which are then evaluated against a dictionary and rules. A neural network is utilized to modify the rules and dictionaries based on this evaluation. Another notable patent is "Producing explainable rules via deep learning." This method involves training a deep neural network with a variety of sentences and their associated labels to produce linguistic expressions.
Career Highlights
Marina is currently employed at International Business Machines Corporation, commonly known as IBM. Her role at IBM allows her to work on cutting-edge technologies and contribute to the company's innovative projects. Her expertise in artificial intelligence has positioned her as a key player in her field.
Collaborations
Throughout her career, Marina has collaborated with notable colleagues, including Yunyao Li and Prithviraj Sen. These collaborations have further enhanced her research and development efforts, leading to impactful innovations.
Conclusion
Marina Danilevsky Hailpern's contributions to artificial intelligence and natural language processing exemplify her dedication to innovation. Her patents reflect her commitment to advancing technology and improving the way machines understand human language.
Inventor’s Patent Attorneys refers to legal professionals with specialized expertise in representing inventors throughout the patent process. These attorneys assist inventors in navigating the complexities of patent law, including filing patent applications, conducting patent searches, and protecting intellectual property rights. They play a crucial role in helping inventors secure patents for their innovative creations.