Dong-Hyun Kwak

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 17

Top Topics

Smoothing Methods

Test Collection

Top Venues

EMNLP (Findings)

Publications

Sungdong Kim, Sanghwan Bae, Jamin Shin, Soyoung Kang, Dong-Hyun Kwak, Kang Min Yoo, Minjoon Seo
Aligning Large Language Models through Synthetic Feedback. CoRR (2023)
Sang-Woo Lee, Sungdong Kim, Donghyeon Ko, Donghoon Ham, Youngki Hong, Shin Ah Oh, Hyunhoon Jung, Wangkyo Jung, Kyunghyun Cho, Dong-Hyun Kwak, Hyungsuk Noh, Woo-Myoung Park
Can Current Task-oriented Dialogue Models Automate Real-world Scenarios in the Wild? CoRR (2022)
Sanghwan Bae, Dong-Hyun Kwak, Soyoung Kang, Min Young Lee, Sungdong Kim, Yuin Jeong, Hyeri Kim, Sang-Woo Lee, Woo-Myoung Park, Nako Sung
Keep Me Updated! Memory Management in Long-term Conversations. CoRR (2022)
Sanghwan Bae, Dong-Hyun Kwak, Sungdong Kim, Donghoon Ham, Soyoung Kang, Sang-Woo Lee, Woo-Myoung Park
Building a Role Specified Open-Domain Dialogue System Leveraging Large-Scale Language Models. NAACL-HLT (2022)
Gi-Cheon Kang, Sungdong Kim, Jin-Hwa Kim, Dong-Hyun Kwak, Byoung-Tak Zhang
The Dialog Must Go On: Improving Visual Dialog via Generative Self-Training. CoRR (2022)
Sanghwan Bae, Dong-Hyun Kwak, Sungdong Kim, Donghoon Ham, Soyoung Kang, Sang-Woo Lee, Woo-Myoung Park
Building a Role Specified Open-Domain Dialogue System Leveraging Large-Scale Language Models. CoRR (2022)
Sanghwan Bae, Dong-Hyun Kwak, Soyoung Kang, Min Young Lee, Sungdong Kim, Yuin Jeong, Hyeri Kim, Sang-Woo Lee, Woo-Myoung Park, Nako Sung
Keep Me Updated! Memory Management in Long-term Conversations. EMNLP (Findings) (2022)
Boseop Kim, HyoungSeok Kim, Sang-Woo Lee, Gichang Lee, Dong-Hyun Kwak, Dong Hyeon Jeon, Sunghyun Park, Sungju Kim, Seonhoon Kim, Dongpil Seo, Heungsub Lee, Minyoung Jeong, Sungjae Lee, Minsub Kim, SukHyun 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, Woo-Myoung Park, Nako Sung
What Changes Can Large-scale Language Models Bring? Intensive Study on HyperCLOVA: Billions-scale Korean Generative Pretrained Transformers. CoRR (2021)
Boseop Kim, HyoungSeok Kim, Sang-Woo Lee, Gichang Lee, Dong-Hyun Kwak, Dong Hyeon Jeon, Sunghyun Park, Sungju Kim, Seonhoon Kim, Dongpil Seo, Heungsub Lee, Minyoung Jeong, Sungjae Lee, Minsub Kim, SukHyun 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, Woo-Myoung Park, Nako Sung
What Changes Can Large-scale Language Models Bring? Intensive Study on HyperCLOVA: Billions-scale Korean Generative Pretrained Transformers. EMNLP (1) (2021)
Kyung-Min Kim, Dong-Hyun Kwak, Hanock Kwak, Young-Jin Park, Sangkwon Sim, Jae-Han Cho, Minkyu Kim, Jihun Kwon, Nako Sung, Jung-Woo Ha
Tripartite Heterogeneous Graph Propagation for Large-scale Social Recommendation. CoRR (2019)
Kyung-Min Kim, Dong-Hyun Kwak, Hanock Kwak, Young-Jin Park, Sangkwon Sim, Jae-Han Cho, Minkyu Kim, Jihun Kwon, Nako Sung, Jung-Woo Ha
Tripartite Heterogeneous Graph Propagation for Large-scale Social Recommendation. RecSys (Late-Breaking Results) (2019)
Nako Sung, Minkyu Kim, Hyunwoo Jo, Youngil Yang, Jingwoong Kim, Leonard Lausen, Youngkwan Kim, Gayoung Lee, Dong-Hyun Kwak, Jung-Woo Ha, Sunghun Kim
NSML: A Machine Learning Platform That Enables You to Focus on Your Models. CoRR (2017)
Sang-Woo Lee, Chung-yeon Lee, Dong-Hyun Kwak, Jung-Woo Ha, Jeonghee Kim, Byoung-Tak Zhang
Dual-memory neural networks for modeling cognitive activities of humans via wearable sensors. Neural Networks 92 (2017)
Sungtae Lee, Sang-Woo Lee, Jinyoung Choi, Dong-Hyun Kwak, Byoung-Tak Zhang
Micro-Objective Learning : Accelerating Deep Reinforcement Learning through the Discovery of Continuous Subgoals. CoRR (2017)
Jin-Hwa Kim, Sang-Woo Lee, Dong-Hyun Kwak, Min-Oh Heo, Jeonghee Kim, Jung-Woo Ha, Byoung-Tak Zhang
Multimodal Residual Learning for Visual QA. CoRR (2016)
Sang-Woo Lee, Chung-yeon Lee, Dong-Hyun Kwak, Jiwon Kim, Jeonghee Kim, Byoung-Tak Zhang
Dual-Memory Deep Learning Architectures for Lifelong Learning of Everyday Human Behaviors. IJCAI (2016)
Jin-Hwa Kim, Sang-Woo Lee, Dong-Hyun Kwak, Min-Oh Heo, Jeonghee Kim, JungWoo Ha, Byoung-Tak Zhang
Multimodal Residual Learning for Visual QA. NIPS (2016)