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Juhee Son

4 accepted papers

2022

HUE: Pretrained Model and Dataset for Understanding Hanja Documents of Ancient Korea

NAACL 2022findings

Historical records in Korea before the 20th century were primarily written in Hanja, an extinct language based on Chinese characters and not understood by modern Korean or Chinese speakers. Historians with expertise in this time period have been analyzing the documents, but that process is very diff…

2022

Translating Hanja Historical Documents to Contemporary Korean and English

EMNLP 2022finding

The Annals of Joseon Dynasty (AJD) contain the daily records of the Kings of Joseon, the 500-year kingdom preceding the modern nation of Korea.The Annals were originally written in an archaic Korean writing system, ‘Hanja’, and were translated into Korean from 1968 to 1993.The resulting translation…

2022

Two-Step Question Retrieval for Open-Domain QA

ACL 2022findings

The retriever-reader pipeline has shown promising performance in open-domain QA but suffers from a very slow inference speed. Recently proposed question retrieval models tackle this problem by indexing question-answer pairs and searching for similar questions. These models have shown a significant i…

2021

Conditional Variational Autoencoder with Adversarial Learning for End-to-End Text-to-Speech

ICML 2021spotlight

Several recent end-to-end text-to-speech (TTS) models enabling single-stage training and parallel sampling have been proposed, but their sample quality does not match that of two-stage TTS systems. In this work, we present a parallel end-to-end TTS method that generates more natural sounding audio t…