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Masked Part-Of-Speech Model: Does Modeling Long Context Help Unsupervised POS-tagging?


Jun 30, 2022
Xiang Zhou , Shiyue Zhang , Mohit Bansal

* NAACL 2022 (16 pages) 

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Improving the Adversarial Robustness of NLP Models by Information Bottleneck


Jun 11, 2022
Cenyuan Zhang , Xiang Zhou , Yixin Wan , Xiaoqing Zheng , Kai-Wei Chang , Cho-Jui Hsieh

* Findings of the Association for Computational Linguistics: ACL 2022, 3588-3598 

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The Machine Learning for Combinatorial Optimization Competition (ML4CO): Results and Insights


Mar 17, 2022
Maxime Gasse , Quentin Cappart , Jonas Charfreitag , Laurent Charlin , Didier Chételat , Antonia Chmiela , Justin Dumouchelle , Ambros Gleixner , Aleksandr M. Kazachkov , Elias Khalil , Pawel Lichocki , Andrea Lodi , Miles Lubin , Chris J. Maddison , Christopher Morris , Dimitri J. Papageorgiou , Augustin Parjadis , Sebastian Pokutta , Antoine Prouvost , Lara Scavuzzo , Giulia Zarpellon , Linxin Yang , Sha Lai , Akang Wang , Xiaodong Luo , Xiang Zhou , Haohan Huang , Shengcheng Shao , Yuanming Zhu , Dong Zhang , Tao Quan , Zixuan Cao , Yang Xu , Zhewei Huang , Shuchang Zhou , Chen Binbin , He Minggui , Hao Hao , Zhang Zhiyu , An Zhiwu , Mao Kun

* Neurips 2021 competition. arXiv admin note: text overlap with arXiv:2112.12251 by other authors 

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GrIPS: Gradient-free, Edit-based Instruction Search for Prompting Large Language Models


Mar 14, 2022
Archiki Prasad , Peter Hase , Xiang Zhou , Mohit Bansal


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Capture Agent Free Biosensing using Porous Silicon Arrays and Machine Learning


Jan 22, 2022
Simon J. Ward , Tengfei Cao , Xiang Zhou , Catie Chang , Sharon M. Weiss

* 15 pages, 3 figures, 2 tables 

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Learn Quasi-stationary Distributions of Finite State Markov Chain


Nov 19, 2021
Zhiqiang Cai , Ling Lin , Xiang Zhou

* 17 pages, 5 figures 

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Active Learning for Transition State Calculation


Aug 10, 2021
Shuting Gu , Hongqiao Wang , Xiang Zhou

* 27 pages 

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Sublinear Regret for Learning POMDPs


Jul 14, 2021
Yi Xiong , Ningyuan Chen , Xuefeng Gao , Xiang Zhou


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