Swabha Swayamdipta

Title: Swabha Swayamdipta: Innovator in Neural Network Applications

Introduction

Swabha Swayamdipta is a notable inventor based in Seattle, WA (US). He has made significant contributions to the field of artificial intelligence, particularly in the area of neural networks. His innovative work focuses on enhancing the way electronic documents are processed and understood.

Latest Patents

Swayamdipta holds a patent for a method titled "Selecting answer spans from electronic documents using neural networks." This patent encompasses methods, systems, and apparatuses, including computer programs encoded on computer storage media, for selecting a text span from an input electronic document that answers an input question. The patented method involves obtaining numeric representations of text spans, determining question-aware segment vectors, and processing these elements through a feedforward neural network to generate a final score for unique text spans. This innovative approach significantly improves the efficiency of information retrieval from electronic documents.

Career Highlights

Swabha Swayamdipta is currently employed at Google Inc., where he continues to develop cutting-edge technologies. His work at Google has allowed him to be at the forefront of advancements in machine learning and natural language processing. With a patent portfolio that includes 1 patent, he has established himself as a key player in the tech industry.

Collaborations

Throughout his career, Swayamdipta has collaborated with talented individuals such as Thomas Mieczyslaw Kwiatkowski and Ankur P Parikh. These collaborations have fostered a creative environment that encourages innovation and the development of new ideas.

Conclusion

Swabha Swayamdipta's contributions to the field of neural networks and electronic document processing highlight his role as an influential inventor. His work continues to shape the future of technology and information retrieval.