NSML: A Machine Learning Platform That Enables You to Focus on Your Models. - Nako Sung; Minkyu Kim; Hyunwoo Jo; Youngil Yang; Jingwoong Kim; Leonard Lausen; Youngkwan Kim; Gayoung Lee; Dong-Hyun Kwak; Jung-Woo Ha 001; Sunghun Kim 001 (CoRR, 2017)

CHOPT : Automated Hyperparameter Optimization Framework for Cloud-Based Machine Learning Platforms. - Jingwoong Kim; Minkyu Kim; Heungseok Park; Ernar Kusdavletov; Dongjun Lee; Adrian Kim; Ji-Hoon Kim; Jung-Woo Ha 001; Nako Sung (CoRR, 2018)

NSML: Meet the MLaaS platform with a real-world case study. - Hanjoo Kim; Minkyu Kim; Dongjoo Seo; Jinwoong Kim; Heungseok Park; Soeun Park; Hyunwoo Jo; KyungHyun Kim; Youngil Yang; Youngkwan Kim; Nako Sung; Jung-Woo Ha 001 (CoRR, 2018)

Tripartite Heterogeneous Graph Propagation for Large-scale Social Recommendation. - 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 001 (RecSys (Late-Breaking Results), 2019)

ClovaCall: Korean Goal-Oriented Dialog Speech Corpus for Automatic Speech Recognition of Contact Centers. - Jung-Woo Ha 001; Kihyun Nam; Jingu Kang; Sang-Woo Lee 001; Sohee Yang; Hyunhoon Jung; Hyeji Kim; Eunmi Kim; Soojin Kim; Hyun Ah Kim; Kyoungtae Doh; Chan Kyu Lee; et al. (INTERSPEECH, 2020)

CareCall: a Call-Based Active Monitoring Dialog Agent for Managing COVID-19 Pandemic. - Sang-Woo Lee 001; Hyunhoon Jung; SukHyun Ko; Sunyoung Kim; Hyewon Kim; Kyoungtae Doh; Hyunjung Park; Joseph Yeo; Sang-Houn Ok; Joonhaeng Lee; Seongjae Choi; SeungTae Hwang; et al. (CoRR, 2020)

What Changes Can Large-scale Language Models Bring? Intensive Study on HyperCLOVA: Billions-scale Korean Generative Pretrained Transformers. - Boseop Kim; HyoungSeok Kim; Sang-Woo Lee 001; Gichang Lee; Dong-Hyun Kwak; Dong Hyeon Jeon; Sunghyun Park 005; Sungju Kim; Seonhoon Kim; Dongpil Seo; Heungsub Lee; Minyoung Jeong; et al. (EMNLP (1), 2021)

Keep Me Updated! Memory Management in Long-term Conversations. - Sanghwan Bae; Dong-Hyun Kwak; Soyoung Kang; Min Young Lee; Sungdong Kim; Yuin Jeong; Hyeri Kim; Sang-Woo Lee 001; Woo-Myoung Park; Nako Sung (EMNLP (Findings), 2022)

AlphaTuning: Quantization-Aware Parameter-Efficient Adaptation of Large-Scale Pre-Trained Language Models. - Se Jung Kwon; Jeonghoon Kim; Jeongin Bae; Kang Min Yoo; Jin-Hwa Kim; Baeseong Park; Byeongwook Kim; Jung-Woo Ha 001; Nako Sung; Dongsoo Lee (EMNLP (Findings), 2022)

On the Effect of Pretraining Corpora on In-context Learning by a Large-scale Language Model. - Seongjin Shin; Sang-Woo Lee 001; Hwijeen Ahn; Sungdong Kim; HyoungSeok Kim; Boseop Kim; Kyunghyun Cho; Gichang Lee; Woo-Myoung Park; Jung-Woo Ha 001; Nako Sung (NAACL-HLT, 2022)