Probing Out-of-Distribution Robustness of Language Models with Parameter-Efficient Transfer Learning *SEM

Hyunsoo Cho | Choonghyun Park | Junyeob Kim | Hyuhng Joon Kim | Kang Min Yoo | Sang-goo Lee |

HyperT5: Towards Compute-Efficient Korean Language Modeling ACL

Dongju Park | Soonwon Ka | Kang Min Yoo | Gichang Lee | Jaewook Kang |

Critic-Guided Decoding for Controlled Text Generation F i n d i n g s - A C L

Minbeom Kim | Hwanhee Lee | Kang Min Yoo | Joonsuk Park | Hwaran Lee | Kyomin Jung |

Masked Summarization to Generate Factually Inconsistent Summaries for Improved Factual Consistency Checking Findings NAACL

Hwanhee Lee | Kang Min Yoo | Joonsuk Park | Hwaran Lee | Kyomin Jung |

Attribute Injection for Pretrained Language Models: A New Benchmark and an Efficient Method COLING

Reinald Kim Amplayo | Kang Min Yoo | Sang-Woo Lee |

Continuous Decomposition of Granularity for Neural Paraphrase Generation COLING

Xiaodong Gu | Zhaowei Zhang | Sang-Woo Lee | Kang Min Yoo | Jung-Woo Ha |

Enhancing Out-of-Distribution Detection in Natural Language Understanding via Implicit Layer Ensemble F i n d i n g s - E M N L P

Hyunsoo Cho | Choonghyun Park | Jaewook Kang | Kang Min Yoo | Taeuk Kim | Sang-goo Lee |

Ground-Truth Labels Matter: A Deeper Look into Input-Label Demonstrations EMNLP

Kang Min Yoo | Junyeob Kim | Hyuhng Joon Kim | Hyunsoo Cho | Hwiyeol Jo | Sang-Woo Lee | Sang-goo Lee | Taeuk Kim |

AlphaTuning: Quantization-Aware Parameter-Efficient Adaptation of Large-Scale Pre-Trained Language Models F i n d i n g s - E M N L P

Se Jung Kwon | Jeonghoon Kim | Jeongin Bae | Kang Min Yoo | Jin-Hwa Kim | Baeseong Park | Byeongwook Kim | Jung-Woo Ha | Nako Sung | Dongsoo Lee |

Generating Information-Seeking Conversations from Unlabeled Documents EMNLP

Gangwoo Kim | Sungdong Kim | Kang Min Yoo | Jaewoo Kang |

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

Boseop Kim | HyoungSeok Kim | Sang-Woo Lee | Gichang Lee | Donghyun Kwak | Jeon Dong Hyeon | 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 |

Self-Guided Contrastive Learning for BERT Sentence Representations ACL IJCNLP

Taeuk Kim | Kang Min Yoo | Sang-goo Lee |

GPT3Mix: Leveraging Large-scale Language Models for Text Augmentation EMNLP Findings

Kang Min Yoo | Dongju Park | Jaewook Kang | Sang-Woo Lee | Woomyoung Park |

Variational Hierarchical Dialog Autoencoder for Dialog State Tracking Data Augmentation EMNLP

Kang Min Yoo | Hanbit Lee | Franck Dernoncourt | Trung Bui | Walter Chang | Sang-goo Lee |

Don’t Just Scratch the Surface: Enhancing Word Representations for Korean with Hanja EMNLP

Kang Min Yoo | Taeuk Kim | Sang-goo Lee |