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Building a Role Specified Open-Domain Dialogue System Leveraging Large-Scale Language Models


Apr 30, 2022
Sanghwan Bae, Donghyun Kwak, Sungdong Kim, Donghoon Ham, Soyoung Kang, Sang-Woo Lee, Woomyoung Park

* Accepted to NAACL2022 as a long paper 

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What Changes Can Large-scale Language Models Bring? Intensive Study on HyperCLOVA: Billions-scale Korean Generative Pretrained Transformers


Sep 10, 2021
Boseop Kim, HyoungSeok Kim, Sang-Woo Lee, Gichang Lee, Donghyun Kwak, Dong Hyeon Jeon, Sunghyun Park, Sungju Kim, Seonhoon Kim, Dongpil Seo, Heungsub Lee, Minyoung Jeong, Sungjae Lee, Minsub Kim, Suk Hyun Ko, Seokhun Kim, Taeyong Park, Jinuk Kim, Soyoung Kang, Na-Hyeon Ryu, Kang Min Yoo, Minsuk Chang, Soobin Suh, Sookyo In, Jinseong Park, Kyungduk Kim, Hiun Kim, Jisu Jeong, Yong Goo Yeo, Donghoon Ham, Dongju Park, Min Young Lee, Jaewook Kang, Inho Kang, Jung-Woo Ha, Woomyoung Park, Nako Sung

* Accepted to EMNLP2021 as a long paper 

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Integration of Pre-trained Networks with Continuous Token Interface for End-to-End Spoken Language Understanding


Apr 15, 2021
Seunghyun Seo, Donghyun Kwak, Bowon Lee


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Speech to Text Adaptation: Towards an Efficient Cross-Modal Distillation


May 17, 2020
Won Ik Cho, Donghyun Kwak, Jiwon Yoon, Nam Soo Kim

* Preprint; 5 pages, 1 figure, 4 tables 

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Tripartite Heterogeneous Graph Propagation for Large-scale Social Recommendation


Jul 24, 2019
Kyung-Min Kim, Donghyun Kwak, Hanock Kwak, Young-Jin Park, Sangkwon Sim, Jae-Han Cho, Minkyu Kim, Jihun Kwon, Nako Sung, Jung-Woo Ha

* 6 pages, accepted for RecSys 2019 LBR Track 

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NSML: A Machine Learning Platform That Enables You to Focus on Your Models


Dec 16, 2017
Nako Sung, Minkyu Kim, Hyunwoo Jo, Youngil Yang, Jingwoong Kim, Leonard Lausen, Youngkwan Kim, Gayoung Lee, Donghyun Kwak, Jung-Woo Ha, Sunghun Kim

* 8 pages, 4figures 

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