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Kim Young-min
Bachelor of Science in Physics, Gwangju Institute of Science and Technology
Master of Computer Engineering, Gwangju Institute of Science and Technology
SENIOR RESEARCHER, LG CNS
Kim Young-woon
Bachelor of Science in Physics, Gwangju Institute of Science and Technology
Algorithm Labs Researcher
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Those who are curious about the recent trend of search technology in the field of natural language processing
Those who want to know about the No. 1 solution in the AI contest
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Trends in search technology in the field of natural language processing
The limitations of the document search task for using the book database, the pain points encountered during the modeling process, and the applied methodology will be explained.
In this upstage talk, Kim Young-min and Kim Young-woon, first prize winners of the 2022 Artificial Intelligence Online Contest, prepared a place to share the trend of search technology in the field of natural language processing.
Next, the 2022 Artificial Intelligence Online Contest: A document search task for the use of a book database will be dealt with. We will explain the limitations of the task content, the pain points encountered during the modeling process, and the methodology applied. The explanation of the document search task for the use of the book database where the speakers won the 1st place is as follows.
Task Description
THE PROBLEM OF FINDING A DOCUMENT ID THAT CAN ANSWER A QUESTION
background
As the Internet usage environment spreads and the data and search volume continue to increase, it is necessary to improve the efficiency of the search system.
The need for search technology optimized for book materials is increasing
Utilization service
Search engine service optimized for book data domain
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