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Showing results 1 to 17 of 17

Issue Date	Title / Author(s) / Citation	File	Altmetrics
2013	Detecting Insider Threats in a Real corporate Database of Computer Usage Activity Senator, Ted E.; Goldberg, Henry G.; Memory, Alex; Young, William T.; Rees, Brad; Pierce, Robert; Huang, Daniel; Reardon, Matthew; Bader, David A.; Chow, Edmond; Essa, Irfan; Jones, Joshua; Bettadapura, Vinay; Chau, Duen Horng; Green, Oded; Kaya, Oguz; Zakrzewska, Anita; Briscoe, Erica; Mappus, Rudolph L.; McColl, Robert; Weiss, Lora; Dietterich, Thomas G.; Fern, Alan; Wong, Weng-Keen; Das, Shubhomoy; Emmott, Andrew; Irvine, Jed; Lee, Jay-Yoon; Koutra, Danai; Faloutsos, Christos; Corkill, Daniel; Friedland, Lisa; Gentzel, Amanda; Jensen, David 19TH ACM SIGKDD INTERNATIONAL CONFERENCE ON KNOWLEDGE DISCOVERY AND DATA MINING (KDD'13), pp.1393-1401
2013	Fast Outlier Detection Despite the Duplicates Lee, Jay-Yoon; Kang, U.; Koutra, Danai; Faloutsos, Christos PROCEEDINGS OF THE 22ND INTERNATIONAL CONFERENCE ON WORLD WIDE WEB (WWW'13 COMPANION), pp.195-196
2014	Net-ray: Visualizing and mining billion-scale graphs Kang, U.; Lee, Jay-Yoon; Koutra, Danai; Faloutsos, Christos Lecture Notes in Computer Science, Vol.8443 LNAI No.PART 1, pp.348-361	DOI
2014	Influence propagation: Patterns, model and a case study Lin, Yibin; Raza, Agha Ali; Lee, Jay-Yoon; Koutra, Danai; Rosenfeld, Roni; Faloutsos, Christos Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol.8443 LNAI No.PART 1, pp.386-397	DOI
2015	Preferential Attachment in Graphs with Affinities Lee, Jay-Yoon; Zaheer, Manzi; Gunnemann, Stephan; Smola, Alexander J. JMLR Workshop and Conference Proceedings, Vol.38, pp.571-580
2017	Enforcing Output Constraints via SGD: A Step Towards Neural Lagrangian Relaxation Lee, Jay Yoon; Wick, Michael; Tristan, Jean-Baptiste; Carbonell, Jaime 6th Workshop on Automated Knowledge Base Construction, AKBC 2017 at the 31st Conference on Neural Information Processing Systems, NIPS 2017
2018	Towards Semi-Supervised Learning for Deep Semantic Role Labeling Mehta, Sanket Vaibhav; Lee, Jay Yoon; Carbonell, Jaime 2018 CONFERENCE ON EMPIRICAL METHODS IN NATURAL LANGUAGE PROCESSING (EMNLP 2018), pp.4958-4963
2019	Gradient-Based Inference for Networks with Output Constraints Lee, Jay Yoon; Mehta, Sanket Vaibhav; Wick, Michael; Tristan, Jean-Baptiste; Carbonell, Jaime Proceedings of the AAAI Conference on Artificial Intelligence, pp.4147-4154
2020	Semi-Supervised Learning on Meta Structure: Multi-Task Tagging and Parsing in Low-Resource Scenarios Lim, KyungTae; Lee, Jay Yoon; Carbone, Jaime; Poibeau, Thierry Proceedings of the AAAI Conference on Artificial Intelligence, Vol.34, pp.8344-8351
2021-04	StructSum: Summarization via Structured Representations Balachandran, Vidhisha; Pagnoni, Artidoro; Lee, Jay Yoon; Rajagopal, Dheeraj; Carbonell, Jaime; Tsvetkov, Yulia 16TH CONFERENCE OF THE EUROPEAN CHAPTER OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS (EACL 2021), pp.2575-2585
2021-11	Improved Latent Tree Induction with Distant Supervision via Span Constraints Xu, Zhiyang; Drozdov, Andrew; Lee, Jay Yoon; O'Gorman, Tim; Rongali, Subendhu; Finkbeiner, Dylan; Suresh, Shilpa; Iyyer, Mohit; McCallum, Andrew EMNLP 2021 - 2021 Conference on Empirical Methods in Natural Language Processing, Proceedings, pp.4818-4831	DOI
2021-11	Case-Based Reasoning for Natural Language Queries over Knowledge Bases Das, Rajarshi; Zaheer, Manzil; Thai, Dung; Godbole, Ameya; Perez, Ethan; Lee, Jay-Yoon; Tan, Lizhen; Polymenakos, Lazaros; McCallum, Andrew 2021 CONFERENCE ON EMPIRICAL METHODS IN NATURAL LANGUAGE PROCESSING (EMNLP 2021), pp.9594-9611	DOI
2022	Event-Event Relation Extraction using Probabilistic Box Embedding Hwang, EunJeong; Lee, Jay-Yoon; Yang, Tianyi; Patel, Dhruvesh; Zhang, Dongxu; McCallum, Andrew Proceedings of the Annual Meeting of the Association for Computational Linguistics, Vol.2, pp.235-244
2022	MODELING LABEL SPACE INTERACTIONS IN MULTILABEL CLASSIFICATION USING BOX EMBEDDINGS Patel, Dhruvesh; Dangati, Pavitra; Lee, Jay-Yoon; Boratko, Michael; McCallum, Andrew ICLR 2022 - 10th International Conference on Learning Representations
2022	Structured Energy Network as a Loss Function Lee, Jay-Yoon; Patel, Dhruvesh; Goyal, Purujit; Zhao, Wenlong; Xu, Zhiyang; McCallum, Andrew Advances in Neural Information Processing Systems, Vol.35
2022-09	Meta-Adapters: Parameter Efficient Few-shot Fine-tuning through Meta-Learning Bansal, Trapit; Alzubi, Salaheddin; Wang, Tong; Lee, Jay-Yoon; McCallum, Andrew Proceedings of Machine Learning Research (PMLR), Vol.188, p. 189437
2023	Learning from a Friend: Improving Event Extraction via Self-Training with Feedback from Abstract Meaning Representation Xu, Zhiyang; Lee, Jay-Yoon; Huang, Lifu Association for Computational Linguistics (ACL). Annual Meeting Conference Proceedings, pp.10421-10437

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