Directions
AI 기술은 일상생활에서의 크고 작은 혁신을 만들어나가고 있다. 현재의 AI 기술은 기계학습, 데이터 마이닝, 빅데이터 분석 등의 다양한 기반 기술을 기반으로 이루어졌으며, 정보 검색, 추천 시스템, 자연어 처리, 컴퓨터 비전, 로보틱스 등의 다양한 애플리케이션을 통해 실생활에서 활용되고 있다.
2021
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A Large-scale Comprehensive Abusiveness Detection Dataset with Multifaceted Labels from Reddit
Hoyun Song, Soo Hyun Ryu, HUIJE LEE, Jong C. Park
25th Conference on Computational Natural Language Learning
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 -
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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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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Generating Negative Samples by Manipulating Golden Responses for Unsupervised Learning of a Response Evaluation Model
Park, ChaeHun, Jang, Eugene, WONSUK YANG, Jong C. Park
Conference of the North-American-Chapter of the Association-for-Computational-Linguistics - Human Language Technologies (NAACL-HLT)
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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Mitigating Language-Dependent Ethnic Bias in BERT
Ahn, Jaimeen, Alice Oh
Conference on Empirical Methods in Natural Language Processing (EMNLP)
2021[]
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Monolingual Pre-trained Language Models for Tigrinya
Gebre Fitsum Gaim, WONSUK YANG, Jong C. Park
The 2021 Conference on Empirical Methods in Natural Language Processing, EMNLP 2021
2021[]
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Multi-View Representation Learning via Total Correlation Objective
Hwang, Hyeongjoo, Kim, Geon-hyeong, seunghoon.hong, Kee-Eung Kim
Thirty-fifth Conference on Neural Information Processing Systems (NeurIPS 2021)
2021[]
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Non-Autoregressive Sign Language Production with Gaussian Space
Euijun Hwang, Jung-Ho Kim, Jong C. Park
The 32nd British Machine Vision Conference (BMVC 21)
2021[]
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Optimizing Domain Specificity of Transformer-based Language Models for Extractive Summarization of Financial News Articles in Korean
HUIJE LEE, WONSUK YANG, Jang, Eugene, Hoyun Song, Park, ChaeHun, Jong C. Park
35th Pacific Asia Conference on Language, Information and Computation (PACLIC 35)
2021[]
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Real-Time Deep Learning-Based Anomaly Detection Approach for Multivariate Data Streams with Apache Flink
TAEWOOK HA, Kang, Jung Mo, Myoung Ho Kim
1st International Workshop on Big data-driven Edge Cloud Services, BECS 2021
2021[] []
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Target-Agnostic Detection of Stances Toward Entities in News Articles
장우진, 양원석, 박종철
Human-Computer Interaction Korea 2021
2021[]
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Unsupervised Document Expansion for Information Retrieval with Stochastic Text Generation
Soyeong Jeong, Baek, Jinheon, Park, ChaeHun, Jong C. Park
Second Workshop on Scholarly Document Processing
2021[]
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Variational Graph Normalized AutoEncoder
Ahn, Seong Jin, Myoung Ho Kim
30th ACM International Conference on Information and Knowledge Management, CIKM 2021
2021[] []
