This inventor holds 1 USPTO granted patent. Top assignee: International Business Machines Corporation. Active years: 2026.
Company Filing History:
Years Active: 2026
Title: Innovations of Riyaz Bhat in Information Retrieval
Introduction
Riyaz Bhat is an accomplished inventor based in Bengaluru, India. He has made significant contributions to the field of information retrieval, particularly through his innovative patent. His work focuses on enhancing the capabilities of model-based information retrieval systems.
Latest Patents
Riyaz Bhat holds a patent titled "Inducing table of contents knowledge in a model-based information retriever." This patent presents an approach for inducing table of contents (TOC) knowledge in a model-based information retrieval (IR) system. The invention involves training a TOC searcher in a model-based IR system by fine-tuning a large language model (LLM) to learn about various TOC entries that specify document structures. The system identifies the most granular TOC entries for a given document, marking it with leaf node markers that indicate these entries. When a user query is received, the system analyzes it and utilizes the leaf node markers along with the LLM to identify a TOC entry that specifies a portion of the document containing the answer to the query.
Career Highlights
Riyaz Bhat is currently employed at International Business Machines Corporation, commonly known as IBM. His role at IBM allows him to work on cutting-edge technologies and contribute to advancements in information retrieval systems. His innovative approach has the potential to significantly improve how users interact with information systems.
Collaborations
Riyaz collaborates with his coworker, Jaydeep Sen, to further enhance their projects and drive innovation within their team. Their combined expertise fosters a productive environment for developing new ideas and solutions.
Conclusion
Riyaz Bhat's contributions to the field of information retrieval through his patent demonstrate his innovative spirit and commitment to advancing technology. His work at IBM and collaboration with colleagues like Jaydeep Sen highlight the importance of teamwork in driving progress.