Directions
인간 중심의 AI 연구는 매우 중요한 분야로 떠오르고 있다. 사용자가 AI 시스템과 어떻게 상호작용하는지, 사람이 데이터 등 기계학습과 인공지능 시스템 개발에 어떻게 기여할 수 있는지, AI가 인간과 사회에 어떤 영향을 미칠 수 있는지를 연구한다.
2022
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Translating Hanja Historical Documents to Contemporary Korean and English
Son, Juhee, Jiho Jin, Haneul Yoo, Bak, JinYeong, Cho, Kyunghyun, Alice Oh
The 2022 Conference on Empirical Methods in Natural Language Processing, EMNLP 2022
2022[]
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Two-Step Question Retrieval for Open-Domain QA
Yeon Seonwoo, Son, Juhee, Jin, Jiho, Lee, Sang-Woo, Kim, Ji-Hoon, Ha, Jung-Woo, Alice Oh
60th Annual Meeting of the Association for Computational Linguistics, ACL 2022
2022[]
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Virtual Knowledge Graph Construction for Zero-Shot Domain-Specific Document Retrieval
Yeon Seonwoo, Yoon, Seunghyun, Dernoncourt, Franck, Bui, Trung, Alice Oh
THE 29TH INTERNATIONAL CONFERENCE ON COMPUTATIONAL LINGUISTICS, COLING 2022
2022[]
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Why Knowledge Distillation Amplifies Gender Bias and How to Mitigate from the Perspective of DistilBERT
Ahn, Jaimeen, Lee, Hwaran, Kim, Jinhwa, Alice Oh
2022 Annual Conference of the North American Chapter of the Association for Computational Linguistics
2022[]
2021
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ADELA: Attention based Deep Ensemble Learning for Activity Recognition in Smart Collaborative Environments
Hyunju Kim, Dongman Lee
36th Annual ACM Symposium on Applied Computing, SAC 2021
2021[]
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AR-T: Temporal Relation Embedded Transformer for the Real World Activity Recognition
Hyunju Kim, Dongman Lee
18th European-Alliance-for-Innovation (EAI) International Conference on Mobile and Ubiquitous Systems: Computing, Networking and Services (MobiQuitous)
2021[]
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Affect-driven Robot Behavior Learning System using EEG Signals for Less Negative Feelings and More Positive Outcomes
Kim, BH, Kwak, Ji Ho, Kim, Minuk, Sungho Jo
IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)
2021[]
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DNN Model Deployment on Distributed Edges
Cho, Eunho, Yoon, Juyeon, Daehyeon Baek, Dongman Lee, Doo-Hwan Bae
21st International Conference on Web Engineering (ICWE 2021), 1st International Workshop on Big data driven Edge Cloud Services (BECS 2021)
2021 -
DQN-based Coverage Maximization for Mobile Video Camera Networks
Lee, Seungho, SiYoung Jang, Soon J. Hyun, Dongman Lee
2021 IEEE 18th Annual Consumer Communications & Networking Conference (CCNC)
2021[]
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Dimensional Emotion Detection from Categorical Emotion
Sungjoon Park, Jiseon Kim, Alice Oh, Jeon, Jaeyeol, Park, Hee Young, Ye, Seonghyeon
The 2021 Conference on Empirical Methods in Natural Language Processing
2021[]
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Dynamic Humanoid Locomotion over Rough Terrain with Streamlined Perception-Control Pipeline
Lee, Moon Young, Kwon, Yong Sun, Lee, Se Bin, Choe, Jong Hun, Park, Jun Yong, Jeong, Hyo Bin, Heo, Yu Jin, Kim, Min-su, Sungho Jo, Sung-Eui Yoon, Oh, Jun-Ho
2021 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2021)
2021 -
Efficient Contrastive Learning via Novel Data Augmentation and Curriculum Learning
Ye, Seonghyeon, Jiseon Kim, Alice Oh
Conference on Empirical Methods in Natural Language Processing (EMNLP)
2021[]
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Emergent Communication under Varying Sizes and Connectivities
JOOYEON KIM, Alice Oh
Thirty-fifth Conference on Neural Information Processing Systems (NeurIPS 2021)
2021[]
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GraphShop: Graph-based Approach for Shop-type Recommendation
GUOYUAN AN, Sung-Eui Yoon, Jaeyoon Kim, Wang, Lin, Myoung Ho Kim
2021 SIAM International Conference on Data Mining (SDM)
2021[]
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How to Find Your Friendly Neighborhood: Graph Attention Design with Self-Supervision
Dongkwan Kim, Alice Oh
The Ninth International Conference on Learning Representations (ICLR 2021)
2021[]
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KLUE: Korean Language Understanding Evaluation
Sungjoon Park, Kim, Sungdong, Moon, Jihyung, Cho, Won Ik, Cho, Kyunghyun, Han, Jiyoon, Park, Jangwon, Song, Chisung, Kim, Junseong, Song, Yongsook, Oh, Taehwan, Lee, Joohong, Oh, Juhyun, Lyu, Sungwon, Jeong, Younghoon, Lee, Inkwon, Seo, Sangwoo, Lee, Dongjun, Kim, Hyunwoo, Lee, Myeonghwa, Jang, Seongbo, Do, Seungwon, Kim, Sunkyoung, Lim, Kyungtae, Lee, Jongwon, Park, Kyumin, Shin, Jay, Kim, Seonghyun, Park, Lucy, Alice Oh, Ha, Jung-Woo
Thirty-fifth Conference on Neural Information Processing Systems (NeurIPS 2021)
2021[]
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Knowledge-Enhanced Evidence Retrieval for Counterargument Generation
Jo, Yohan, Yoo, Haneul, Hovy, Eduard, Alice Oh, Reed, Chris, Bak, JinYeong
The 2021 Conference on Empirical Methods in Natural Language Processing
2021[]
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Learning Bill Similarity with Annotated and Augmented Corpora of Bills
Jiseon Kim, Alice Oh, Kim, In Song, Griggs, Elden
The 2021 Conference on Empirical Methods in Natural Language Processing
2021[]
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Microservice-based Edge Device Architecture for Video Analytics
SiYoung Jang, Kostadinov, Boyan, Dongman Lee
6th ACM/IEEE Symposium on Edge Computing, SEC 2021
2021 -
Mitigating Language-Dependent Ethnic Bias in BERT
Ahn, Jaimeen, Alice Oh
Conference on Empirical Methods in Natural Language Processing (EMNLP)
2021[]
