Jaewoong Yun

Title: Jaewoong Yun: Innovator in Document Summarization and Natural Language Processing

Introduction

Jaewoong Yun is a prominent inventor based in Seoul, South Korea. He has made significant contributions to the fields of document summarization and natural language processing. With a total of five patents to his name, Yun's work has the potential to revolutionize how we interact with and process textual information.

Latest Patents

One of his latest patents is titled "Method and apparatus for document summarization." This innovative apparatus includes an encoding unit that receives document data comprised of one or more sentences. It converts the document data into a token defined in a predetermined unit to generate a feature vector. An extraction summary unit then receives the feature vector and calculates a probability value for each sentence, determining its relevance to the summary. This unit generates an attention vector for each token weight based on the probability value, while a decoding unit generates abstract summary data.

Another notable patent is the "Apparatus and method for processing natural language." This apparatus includes a collection module for gathering documents with style information on the text. A preprocessing module extracts this style information and labels it with the text. A first machine learning module then predicts the position of a word with style information in the received text.

Career Highlights

Jaewoong Yun has worked with leading companies in the technology sector, including LG Electronics Inc. and Samsung SDS Co., Ltd. His experience in these organizations has allowed him to develop and refine his innovative ideas in practical settings.

Collaborations

Yun has collaborated with talented individuals such as Heeyeon Nah and Daesung Kim. These partnerships have contributed to the advancement of his projects and the successful development of his patents.

Conclusion

Jaewoong Yun is a distinguished inventor whose work in document summarization and natural language processing is paving the way for future innovations. His patents reflect a deep understanding of technology and its applications in everyday life.