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Perturbations in the Wild: Leveraging Human-Written Text Perturbations for Realistic Adversarial Attack and Defense



Thai Le , Jooyoung Lee , Kevin Yen , Yifan Hu , Dongwon Lee

* Accepted to the 60th Annual Meeting of the Association for Computational Linguistics (ACL'22), Findings 

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Do Language Models Plagiarize?



Jooyoung Lee , Thai Le , Jinghui Chen , Dongwon Lee


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JAMES: Job Title Mapping with Multi-Aspect Embeddings and Reasoning



Michiharu Yamashita , Jia Tracy Shen , Hamoon Ekhtiari , Thanh Tran , Dongwon Lee


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Adversarial Socialbot Learning via Multi-Agent Deep Hierarchical Reinforcement Learning



Thai Le , Long Tran-Thanh , Dongwon Lee


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TURINGBENCH: A Benchmark Environment for Turing Test in the Age of Neural Text Generation



Adaku Uchendu , Zeyu Ma , Thai Le , Rui Zhang , Dongwon Lee

* Accepted to Findings of EMNLP 2021 

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MathBERT: A Pre-trained Language Model for General NLP Tasks in Mathematics Education



Jia Tracy Shen , Michiharu Yamashita , Ethan Prihar , Neil Heffernan , Xintao Wu , Dongwon Lee


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Large-Scale Data-Driven Airline Market Influence Maximization



Duanshun Li , Jing Liu , Jinsung Jeon , Seoyoung Hong , Thai Le , Dongwon Lee , Noseong Park

* Accepted by KDD 2021 

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Classifying Math KCs via Task-Adaptive Pre-Trained BERT



Jia Tracy Shen , Michiharu Yamashita , Ethan Prihar , Neil Heffernan , Xintao Wu , Sean McGrew , Dongwon Lee


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MelBERT: Metaphor Detection via Contextualized Late Interaction using Metaphorical Identification Theories



Minjin Choi , Sunkyung Lee , Eunseong Choi , Heesoo Park , Junhyuk Lee , Dongwon Lee , Jongwuk Lee

* In Proceedings of 2021 Annual Conference of the North American Chapter of the Association for Computational Linguistics. 11 pages 

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Detecting micro fractures with X-ray computed tomography



Dongwon Lee , Nikolaos Karadimitriou , Matthias Ruf , Holger Steeb


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