Company Filing History:
Years Active: 2020-2025
Title: Yeon-Sup Lim: Innovator in Topic Detection and Chatbot Reinforcement Learning
Introduction
Yeon-Sup Lim is a notable inventor based in White Plains, NY (US). He has made significant contributions to the fields of topic detection and chatbot technology. With a total of 5 patents to his name, Lim continues to push the boundaries of innovation in his work.
Latest Patents
One of Lim's latest patents is focused on rare topic detection using hierarchical clustering. This invention provides a method for detecting rare topics through hierarchical topic modeling by a processor. The hierarchical topic model is learned from various data sources, allowing for the iterative removal of dominant words related to primary topics within selected clusters. Additionally, the model can be seeded with words, n-grams, phrases, or text snippets to enhance its effectiveness.
Another significant patent by Lim involves reinforcement learning for chatbots. This computer-implemented method generates and deploys a reinforced learning model to train chatbots effectively. The process includes selecting multiple conversations, identifying sets of turns and topics, and generating a conversation flow that sequences these topics. The outcome score is applied to each conversation, leading to the creation of a reinforced learning model based on the conversation flow and outcome scores.
Career Highlights
Lim is currently employed at International Business Machines Corporation (IBM), where he applies his expertise in innovative technologies. His work at IBM has allowed him to contribute to cutting-edge projects that enhance user interaction and data analysis.
Collaborations
Throughout his career, Lim has collaborated with talented individuals such as Raghu Kiran Ganti and Mudhakar Srivatsa. These collaborations have fostered an environment of creativity and innovation, leading to the development of impactful technologies.
Conclusion
Yeon-Sup Lim is a distinguished inventor whose work in topic detection and chatbot reinforcement learning has made a significant impact in the tech industry. His contributions continue to shape the future of technology and innovation.
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