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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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
The 2021 Conference on Empirical Methods in Natural Language Processing
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
2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
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
The 2021 Conference on Empirical Methods in Natural Language Processing
2021[]
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Monolingual Pre-trained Language Models for Tigrinya
GAIM GEBRE FITSUM, WONSUK YANG, Jong C. Park
WiNLP 2021 Workshop at 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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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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Weakly Supervised Pre-Training for Multi-Hop Retriever
Yeon Seonwoo, Lee, Sang-Woo, Alice Oh, Ha, Jung-Woo, Kim, Ji-Hoon
The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (ACL-IJCNLP 2021)
2021[]
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소셜 미디어상 언어폭력 정보를 고려한 BERT 기반 성격장애 탐지 모델
신지수, 송호윤, 박종철
2021 한국컴퓨터종합학술대회 (KCC2021)
2021[]
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자동 생성된 질문의 품질과 생성에 제공된 컨텍스트 정보량의 관계
조석민, 양원석, 박채훈, 박종철
2021 한국컴퓨터종합학술대회 (KCC2021)
2021[]
