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AI is Social Computing 인공지능과 소셜컴퓨팅

AI는 소셜컴퓨팅의 영역을 넓혀주고 있다. AI는 특히 사이버-물리-사회 시스템에 대한 소셜 인텔리전스의 연구를 통해 사회 행동과 컴퓨터 시스템 간의 상호작용을 더 잘 이해하도록 돕는다.

  • 2022

  • 독해 보조로서의 자동 생성 요약문 평가

    김어진, 신지수, 정소영, 조석민, 박종철
    2022 한국컴퓨터종합학술대회 (KCC)
    2022

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  • 불용어 마스크 풀링을 이용한 의학 도메인 밀집 검색

    최동호, 송호윤, 정소영, 조석민, 박종철
    2022 한국컴퓨터종합학술대회 (KCC)
    2022

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  • 이질형 그래프에서의 고차 구조 정보 활용을 위한 그래프뉴럴 상미분 방정식

    안성진, 김명호
    2022 한국컴퓨터종합학술대회
    2022

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  • 2021

  • 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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  • 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

    GAIM GEBRE FITSUM, WONSUK YANG, Jong C. Park
    The 2021 Conference on Empirical Methods in Natural Language Processing, EMNLP 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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