Eui Sok Chung

Title: Eui Sok Chung: Innovator in Neural Networks and Sentence Embedding

Introduction

Eui Sok Chung is a prominent inventor based in Daejeon, South Korea. He has made significant contributions to the fields of neural networks and sentence embedding, holding a total of 9 patents. His work focuses on enhancing knowledge acquisition and processing in artificial intelligence systems.

Latest Patents

One of his latest patents is titled "Method and apparatus of increasing knowledge based on uncertainty in neural networks." This innovative method involves calculating the uncertainty of knowledge obtained from a neural network using explicit memory. It determines the insufficiency of knowledge based on the calculated uncertainty and obtains additional learning data to enhance this knowledge. The neural network is then trained using this additional data to autonomously increase its knowledge base.

Another notable patent is the "Sentence embedding method and apparatus based on subword embedding and skip-thoughts." This invention integrates skip-thought sentence embedding learning methodology with a subword embedding technique. It provides a multitask learning methodology that applies intra-sentence contextual information to subword embedding, particularly beneficial for agglutinative languages like Korean. The proposed model minimizes additional training parameters, allowing for efficient accumulation of training results in the subword embedding parameter.

Career Highlights

Eui Sok Chung is affiliated with the Electronics and Telecommunications Research Institute, where he continues to push the boundaries of technology and innovation. His work has garnered attention for its practical applications in artificial intelligence and natural language processing.

Collaborations

He has collaborated with notable coworkers, including Jeon Gue Park and Hwa Jeon Song, contributing to various projects that enhance the capabilities of neural networks and language processing technologies.

Conclusion

Eui Sok Chung's contributions to the fields of neural networks and sentence embedding demonstrate his commitment to advancing technology. His innovative patents reflect a deep understanding of artificial intelligence and its potential applications.