Company Filing History:
Years Active: 2025
Title: Karan Dua - Innovator in Natural Language Processing
Introduction
Karan Dua is a notable inventor based in Najibabad, India. He has made significant contributions to the field of natural language processing, particularly in multi-lingual applications. With a total of 2 patents, Dua's work focuses on enhancing the capabilities of language generation systems.
Latest Patents
Karan Dua's latest patents include innovative methods for multi-lingual natural language generation. This method involves preparing a base model using an input model that is pretrained on at least three different languages. The process includes constraining the input model to a base vocabulary that corresponds to two of those languages. The model is trained using enhanced datasets to generate text summarization, text generation, and next sentence generation models. Another significant patent involves generating templates for synthetic document generation processes. This system selects entities and characteristics for templates, utilizing randomization functions to determine which entities to include based on associated probabilities.
Career Highlights
Karan Dua is currently employed at Oracle International Corporation, where he applies his expertise in natural language processing. His work at Oracle has allowed him to develop and refine his innovative ideas, contributing to the advancement of technology in this field.
Collaborations
Karan collaborates with Mengqing Guo, a fellow innovator, to further enhance their projects and share insights in their research endeavors.
Conclusion
Karan Dua's contributions to natural language processing through his patents and work at Oracle International Corporation highlight his role as a leading inventor in the field. His innovative approaches continue to shape the future of language technology.