Company Filing History:
Years Active: 2020-2024
Title: The Innovative Mind of Nikola Mrksic
Introduction
Nikola Mrksic is a prominent inventor based in London, GB. He has made significant contributions to the field of technology, particularly in dialogue systems and artificial intelligence. With a total of eight patents to his name, Mrksic continues to push the boundaries of innovation.
Latest Patents
Among his latest patents is a system and method for identification and verification. This computer-implemented method includes a dialogue system that effectively obtains responses from users. Another notable patent involves a method of training a dialogue system, which encompasses several steps. These steps include receiving a user-inputted query, representing it as a sequence of embedding vectors, and encoding these vectors to produce a context vector. The method also retrieves responses with associated response vectors and scores them against the context vector to determine similarity. This innovative approach utilizes a first model that segments user queries into a sequence of units and represents each unit as an embedding vector. Notably, the first model can handle incomplete words and stores parameters using eight bits per parameter. The second model is trained to maximize the similarity between response vectors and context vectors for corresponding queries and responses.
Career Highlights
Nikola Mrksic is currently employed at Polyai Limited, where he applies his expertise in developing advanced dialogue systems. His work has garnered attention for its potential applications in various industries, enhancing user interaction through technology.
Collaborations
Mrksic collaborates with talented individuals such as Pei-Hao Su and Tsung-Hsien Wen. Their combined efforts contribute to the innovative projects at Polyai Limited.
Conclusion
Nikola Mrksic stands out as a leading inventor in the realm of dialogue systems and artificial intelligence. His patents reflect a deep understanding of technology and a commitment to innovation. Through his work, he continues to shape the future of user interaction in technology.
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