Jivat Neet Kaur

Title: Jivat Neet Kaur: Innovator in Natural Language Processing

Introduction

Jivat Neet Kaur is a prominent inventor based in Delhi, India. She has made significant contributions to the field of natural language processing through her innovative patents. With a total of two patents to her name, Kaur is recognized for her work that enhances machine learning models and their applications in understanding human language.

Latest Patents

Kaur's latest patents include groundbreaking technologies that focus on generating commonsense context for text using knowledge graphs. The first patent describes methods and systems for facilitating the generation and utilization of a commonsense contextualizing machine learning model. This model is trained by fine-tuning a pre-trained language model using a set of training path-sentence pairs. Each pair consists of a commonsense path identified via a commonsense knowledge graph and a natural language sentence that is contextually related. The trained model can generate a commonsense inference path for a text input, which includes a sequence of entities and relations that provide context to the text. This inference path can then be utilized by natural language processing systems for various tasks.

The second patent focuses on a language model with an external knowledge base. This technology processes a natural-language sequence of words containing multiple entities. It identifies these entities and generates a masked natural-language sequence by masking one of the entities. The system retrieves information related to another entity from a knowledge base and trains a natural-language model to respond to queries using this information.

Career Highlights

Jivat Neet Kaur is currently employed at Adobe, Inc., where she continues to innovate and develop advanced technologies in her field. Her work at Adobe has allowed her to collaborate with other talented professionals and contribute to cutting-edge projects.

Collaborations

Some of her notable coworkers include Rachit Bansal and Milan Aggarwal. Together, they work on various projects that push the boundaries of technology and enhance the capabilities of natural language processing.

Conclusion

Jivat Neet Kaur is a trailblazer in the field of natural language processing, with her innovative patents paving the way for future advancements. Her contributions are significant in enhancing machine learning models and their applications in understanding human language.