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Employment (1)

Naver Corp: Seongnam, Gyeonggi-do, KR

2020-07-13 to present | Research Scientist (AI Lab)
Employment
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Kang Min Yoo

Education and qualifications (1)

Seoul National University: Seoul, KR

2014-03-01 to 2020-02-28 | Ph.D. (Department of Computer Science)
Qualification
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Kang Min Yoo

Works (29)

Aligning Large Language Models through Synthetic Feedback

ArXiv
2023 | Journal article
WOSUID: PPRN:71598816
Contributors: Kim, Sungdong; Bae, Sanghwan; Shin, Jamin; Kang, Soyoung; Kwak, Donghyun; Yoo, Kang Min; Seo, Minjoon
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INSTRUCTION TUNING WITH HUMAN CURRICULUM

ArXiv
2023 | Journal article
WOSUID: PPRN:85661449
Contributors: Lee, Bruce W.; Cho, Hyunsoo; Yoo, Kang Min
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Memory-Efficient Fine-Tuning of Compressed Large Language Models via sub-4-bit Integer Quantization

ArXiv
2023 | Journal article
WOSUID: PPRN:71592175
Contributors: Kim, Jeonghoon; Lee, Jung Hyun; Kim, Sungdong; Park, Joonsuk; Yoo, Kang Min; Kwon, Se Jung; Lee, Dongsoo
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Probing Out-of-Distribution Robustness of Language Models with Parameter-Efficient Transfer Learning

ArXiv
2023 | Journal article
WOSUID: PPRN:36045250
Contributors: Cho, Hyunsoo; Park, Choonghyun; Kim, Junyeop; Kim, Hyuhng Joon; Yoo, Kang Min; Lee, Sang-goo
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Continuous Decomposition of Granularity for Neural Paraphrase Generation

ArXiv
2022 | Journal article
WOSUID: PPRN:13695909
Contributors: Gu, Xiaodong; Zhang, Zhaowei; Lee, Sang-Woo; Min Yoo, Kang; Ha, Jung-Woo
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Critic-Guided Decoding for Controlled Text Generation

ArXiv
2022 | Journal article
DOI: 10.18653/V1/2023.FINDINGS-ACL.281
WOSUID: PPRN:35892207
Contributors: Kim, Minbeom; Lee, Hwanhee; Yoo, Kang Min; Park, Joonsuk; Lee, Hwaran; Jung, Kyomin
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Enhancing Out-of-Distribution Detection in Natural Language Understanding via Implicit Layer Ensemble

ArXiv
2022 | Journal article
DOI: 10.18653/V1/2022.FINDINGS-EMNLP.55
WOSUID: PPRN:22124761
Contributors: Cho, Hyunsoo; Park, Choonghyun; Kang, Jaewook; Yoo, Kang. M.; Kim, Taeuk; Lee, Sang-goo
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Ground-Truth Labels Matter: A Deeper Look into Input-Label Demonstrations

ArXiv
2022 | Journal article
DOI: 10.18653/V1/2022.EMNLP-MAIN.155
WOSUID: PPRN:12350199
Contributors: Kim, Junyeob; Kim, Hyuhng Joon; Cho, Hyunsoo; Jo, Hwiyeol; Lee, Sang-Woo; Lee, Sang-goo; Yoo, Kang Min; Kim, Taeuk
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Prompt-Augmented Linear Probing: Scaling Beyond The Limit of Few-shot In-Context Learners

ArXiv
2022 | Journal article
DOI: 10.1609/AAAI.V37I11.26495
WOSUID: PPRN:35886248
Contributors: Cho, Hyunsoo; Kim, Hyuhng Joon; Kim, Junyeob; Lee, Sang-Woo; Lee, Sang-goo; Yoo, Kang Min; Kim, Taeuk
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TaleBrush: Sketching Stories with Generative Pretrained Language Models

Proceedings of the Chi Conference on Human Factors in Computing Systems, Chi
2022 | Journal article
DOI: 10.1145/3491102.3501819
WOSUID: WOS:000890212500002
Contributors: Chung, John Joon Young; Kim, Wooseok; Yoo, Kang Min; Lee, Hwaran; Adar, Eytan; Chang, Minsuk
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TaleBrush: Visual Sketching of Story Generation with Pretrained Language Models

Extended Abstracts of the Chi Conference on Human Factors in Computing Systems, Chi
2022 | Journal article
DOI: 10.1145/3491101.3519873
WOSUID: WOS:001118038100452
Contributors: Chung, John Joon Young; Kim, Wooseok; Yoo, Kang Min; Lee, Hwaran; Adar, Eytan; Chang, Minsuk
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Towards More Realistic Generation of Information-Seeking Conversations

ArXiv
2022 | Journal article
DOI: 10.18653/V1/2022.EMNLP-MAIN.151
WOSUID: PPRN:12318131
Contributors: Kim, Gangwoo; Kim, Sungdong; Min Yoo, Kang; Kang, Jaewoo
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DialogBERT: Discourse-Aware Response Generation via Learning to Recover and Rank Utterances

ArXiv
2021 | Journal article
WOSUID: PPRN:11988763
Contributors: Gu, Xiaodong; Min Yoo, Kang; Ha, Jung-Woo
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DialogBERT: Discourse-Aware Response Generation via Learning to Recover and Rank Utterances

Thirty-sixth Aaai Conference on Artificial Intelligence / Thirty-fourth Conference on Innovative Applications of Artificial Intelligence / the Twelveth Symposium on Educational Advances in Artificial Intelligence
2021 | Journal article
WOSUID: WOS:000681269804065
Contributors: Gu, Xiaodong; Yoo, Kang Min; Ha, Jung-Woo
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GPT3Mix: Leveraging Large-scale Language Models for Text Augmentation

ArXiv
2021 | Journal article
WOSUID: PPRN:11958274
Contributors: Min Yoo, Kang; Park, Dongju; Kang, Jaewook; Lee, Sang-Woo; Park, Woomyeong
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Response Generation with Context-Aware Prompt Learning

ArXiv
2021 | Journal article
WOSUID: PPRN:12028376
Contributors: Gu, Xiaodong; Min Yoo, Kang; Lee, Sang-Woo
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Reward Optimization for Neural Machine Translation with Learned Metrics

ArXiv
2021 | Journal article
WOSUID: PPRN:11624852
Contributors: Shu, Raphael; Yoo, Kang Min; Ha, Jung-Woo
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Self-Guided Contrastive Learning for BERT Sentence Representations

ANNUAL MEETING OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS AND THE INTERNATIONAL JOINT CONFERENCE ON NATURAL LANGUAGE PROCESSING, VOL 1 (ACL-IJCNLP)
2021 | Journal article
DOI: 10.18653/V1/2021.ACL-LONG.197
WOSUID: WOS:000698663100197
Contributors: Kim, Taeuk; Yoo, Kang Min; Lee, Sang-goo
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Self-Guided Contrastive Learning for BERT Sentence Representations

ArXiv
2021 | Journal article
WOSUID: PPRN:11801689
Contributors: Kim, Taeuk; Yoo, Kang Min; Lee, Sang-goo
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What Changes Can Large-scale Language Models Bring? Intensive Study on HyperCLOVA: Billions-scale Korean Generative Pretrained Transformers

ArXiv
2021 | Journal article
WOSUID: PPRN:11982599
Contributors: Kim, Boseop; Kim, HyoungSeok; Lee, Sang-Woo; Lee, Gichang; Kwak, Donghyun; Jeon, Dong Hyeon; Park, Sunghyun; Kim, Sungju; Kim, Seonhoon; Seo, Dongpil et al.
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What Changes Can Large-scale Language Models Bring? Intensive Study on HyperCLOVA: Billions-scale Korean Generative Pretrained Transformers

Conference on Empirical Methods in Natural Language Processing
2021 | Journal article
WOSUID: WOS:000855966303046
Contributors: Kim, Boseop; Kim, HyoungSeok; Lee, Sang-Woo; Lee, Gichang; Kwak, Donghyun; Jeon, Dong Hyeon; Park, Sunghyun; Kim, Sungju; Kim, Seonhoon; Seo, Dongpil et al.
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Variational Hierarchical Dialog Autoencoder for Dialog State Tracking Data Augmentation

Proceedings of the Conference on Empirical Methods in Natural Language Processing - EMNLP
2020 | Conference paper
WOSUID: WOS:000855160703049
Contributors: Yoo, Kang Min; Lee, Hanbit; Dernoncourt, Franck; Bui, Trung; Chang, Walter; Lee, Sang-Goo
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Data Augmentation for Spoken Language Understanding via Joint Variational Generation

Thirty-sixth Aaai Conference on Artificial Intelligence / Thirty-fourth Conference on Innovative Applications of Artificial Intelligence / the Twelveth Symposium on Educational Advances in Artificial Intelligence
2019 | Journal article
WOSUID: WOS:000486572501116
Contributors: Yoo, Kang Min; Shin, Youhyun; Lee, Sang-Goo
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Don't Just Scratch the Surface: EnhancingWord Representations for Korean with Hanja

Conference on Empirical Methods in Natural Language Processing and the International Joint Conference on Natural Language Processing (emnlp-ijcnlp)
2019 | Journal article
WOSUID: WOS:000854193303076
Contributors: Yoo, Kang Min; Kim, Taeuk; Lee, Sang-goo
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Leveraging Class Hierarchy in Fashion Classification

IEEE International Conference on Computer Vision Workshop (ICCVW)
2019 | Conference paper
DOI: 10.1109/ICCVW.2019.00398
WOSUID: WOS:000554591603048
Contributors: Cho, Hyunsoo; Ahn, Chaemin; Yoo, Kang Min; Seol, Jinseok; Lee, Sang-goo
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Stochastic Relational Network

IEEE International Conference on Computer Vision Workshop (ICCVW)
2019 | Conference paper
DOI: 10.1109/ICCVW.2019.00105
WOSUID: WOS:000554591600098
Contributors: Yoo, Kang Min; Cho, Hyunsoo; Lee, Hanbit; Han, Jeeseung; Lee, Sang-goo
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Utterance Generation With Variational Auto-Encoder for Slot Filling in Spoken Language Understanding

IEEE Signal Processing Letters
2019 | Journal article
DOI: 10.1109/LSP.2019.2895284
WOSUID: WOS:000458852100007
Contributors: Shin, Youhyun; Yoo, Kang Min; Lee, Sang-Goo
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Learning to Compose Task-Specific Tree Structures

Thirty-sixth Aaai Conference on Artificial Intelligence / Thirty-fourth Conference on Innovative Applications of Artificial Intelligence / the Twelveth Symposium on Educational Advances in Artificial Intelligence
2018 | Journal article
WOSUID: WOS:000485488905023
Contributors: Choi, Jihun; Yoo, Kang Min; Lee, Sang-goo
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Slot Filling with Delexicalized Sentence Generation

Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH
2018 | Journal article
WOSUID: WOS:000465363900437
Contributors: Shin, Youhyun; Yoo, Kang Min; Lee, Sang-goo
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