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MEGClass: Extremely Weakly Supervised Text Classification via Mutually-Enhancing Text Granularities.

P. Kargupta, T. Komarlu, S. Yoon, X. Wang, и J. Han. EMNLP (Findings), стр. 10543-10558. Association for Computational Linguistics, (2023)

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Ho-Byung Yoon

Chang-Ju Yoon

Deok Ryong Yoon

Jeong-Weon Yoon

Seok-Chan Yoon

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Topic Taxonomy Expansion via Hierarchy-Aware Topic Phrase Generation.D. Lee, J. Shen, S. Lee, S. Yoon, H. Yu, и J. Han. EMNLP (Findings), стр. 1687-1700. Association for Computational Linguistics, (2022)DynaMiTE: Discovering Explosive Topic Evolutions with User Guidance.N. Balepur, S. Agarwal, K. Ramanan, S. Yoon, D. Yang, и J. Han. ACL (Findings), стр. 194-217. Association for Computational Linguistics, (2023)Adaptive Model Pooling for Online Deep Anomaly Detection from a Complex Evolving Data Stream.S. Yoon, Y. Lee, J. Lee, и B. Lee. KDD, стр. 2347-2357. ACM, (2022)Coherence-based Label Propagation over Time Series for Accelerated Active Learning.Y. Shin, S. Yoon, S. Kim, H. Song, J. Lee, и B. Lee. ICLR, OpenReview.net, (2022)MEGClass: Extremely Weakly Supervised Text Classification via Mutually-Enhancing Text Granularities.P. Kargupta, T. Komarlu, S. Yoon, X. Wang, и J. Han. EMNLP (Findings), стр. 10543-10558. Association for Computational Linguistics, (2023)Online Drift Detection with Maximum Concept Discrepancy.K. Wan, Y. Liang, и S. Yoon. KDD, стр. 2924-2935. ACM, (2024)Context Consistency Regularization for Label Sparsity in Time Series.Y. Shin, S. Yoon, H. Song, D. Park, B. Kim, J. Lee, и B. Lee. ICML, том 202 из Proceedings of Machine Learning Research, стр. 31579-31595. PMLR, (2023)SCStory: Self-supervised and Continual Online Story Discovery.S. Yoon, Y. Meng, D. Lee, и J. Han. WWW, стр. 1853-1864. ACM, (2023)Breaking the Time-Frequency Granularity Discrepancy in Time-Series Anomaly Detection.Y. Nam, S. Yoon, Y. Shin, M. Bae, H. Song, J. Lee, и B. Lee. WWW, стр. 4204-4215. ACM, (2024)One Size Fits All for Semantic Shifts: Adaptive Prompt Tuning for Continual Learning.D. Kim, S. Yoon, D. Park, Y. Lee, H. Song, J. Bang, и J. Lee. ICML, OpenReview.net, (2024)

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