Location History:
- Madhya Pradesh, IN (2022)
- Singrauli Madhya Pradesh, IN (2023)
Company Filing History:
Years Active: 2022-2023
Title: Innovations by Inventor Nikita Kapoor
Introduction
Nikita Kapoor is an accomplished inventor based in Madhya Pradesh, India. He has made significant contributions to the field of technology, particularly in document summarization and spoken language understanding. With two patents to his name, Kapoor is recognized for his innovative approaches that enhance user experience and information accessibility.
Latest Patents
One of Nikita Kapoor's latest patents is focused on generating time-based recaps of documents using a deep learning sequence-to-sequence model. This invention provides techniques for creating improved document summaries that take into account the time elapsed since the user last accessed the document. By assigning relevance scores to previously accessed sections based on the time since they were last viewed, the system determines how much focus the summary should place on each section. Selected sentences with the highest relevance scores are then processed by a deep learning model to build a concise document summary.
Another notable patent by Kapoor involves systems and methods for spoken language understanding. This invention describes a process that receives audio data for a spoken language expression and encodes it using a multi-stage encoder. The basic encoder generates character features during the first training phase, while the sequential encoder generates token features in the second phase. The token features are then decoded to produce semantic information that represents the spoken language expression.
Career Highlights
Nikita Kapoor is currently employed at Adobe Inc., where he continues to innovate and develop cutting-edge technologies. His work at Adobe has allowed him to collaborate with talented professionals in the field, further enhancing his contributions to the industry.
Collaborations
Some of his coworkers include Shagun Kush and Sachin Soni, who work alongside Kapoor in driving innovation at Adobe.
Conclusion
Nikita Kapoor's inventive spirit and dedication to advancing technology are evident in his patents and work at Adobe Inc. His contributions to document summarization and spoken language understanding showcase his commitment to improving user interaction with technology.