Company Filing History:
Years Active: 2019-2021
Title: Abinaya S: Innovator in Automated Question Generation and Thematic Segmentation
Introduction
Abinaya S is a notable inventor based in Tirupur, India. He has made significant contributions to the fields of deep learning and natural language processing. With a total of 3 patents to his name, Abinaya is recognized for his innovative approaches to question generation and content segmentation.
Latest Patents
Abinaya's latest patents include "Automated question generation using semantics and deep learning." This invention focuses on generating factual questions from freeform content by utilizing semantic role labeling and recurrent neural networks (RNNs). The process involves identifying answer phrases and replacing them with appropriate question words, allowing for efficient question generation.
Another significant patent is "Thematic segmentation of long content using deep learning and contextual cues." In this invention, an RNN is trained to identify split positions in lengthy content, marking where the theme changes. By converting sentences into vectors that represent their meanings, the RNN determines high-probability split points, which are then refined using contextual cues to create thematic segments.
Career Highlights
Abinaya currently works at Sap Se, where he continues to develop innovative solutions in technology. His work has garnered attention for its practical applications in enhancing user interaction with content.
Collaborations
Abinaya collaborates with talented individuals such as Jayananda Appanna Kotri and Yashwanth Dasari. Their combined expertise contributes to the advancement of their projects and innovations.
Conclusion
Abinaya S stands out as a forward-thinking inventor whose work in automated question generation and thematic segmentation showcases the potential of deep learning technologies. His contributions are paving the way for more efficient content processing and user engagement.