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Embedding Compression for Text Classification Using Dictionary Screening


Nov 23, 2022
Jing Zhou, Xinru Jing, Muyu Liu, Hansheng Wang

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A Universal Discriminator for Zero-Shot Generalization


Nov 15, 2022
Haike Xu, Zongyu Lin, Jing Zhou, Yanan Zheng, Zhilin Yang

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Multi-source wideband doa estimation method by frequency focusing and error weighting


Mar 28, 2022
Jing Zhou, Changchun Bao

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* 5 pages, 5 figures, this paper has been submitted to interspeech 2022, confirmation number: 445 

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Automatic Product Copywriting for E-Commerce


Dec 15, 2021
Xueying Zhang, Yanyan Zou, Hainan Zhang, Jing Zhou, Shiliang Diao, Jiajia Chen, Zhuoye Ding, Zhen He, Xueqi He, Yun Xiao, Bo Long, Han Yu, Lingfei Wu

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* Accepted by AAAI 2022/IAAI 2022 under the track of "Highly Innovative Applications of AI" 

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Residual fourier neural operator for thermochemical curing of composites


Nov 15, 2021
Gengxiang Chen, Yingguang Li, Xu liu, Qinglu Meng, Jing Zhou, Xiaozhong Hao

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* 15 pages, 16 figures 

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Meta-Auto-Decoder for Solving Parametric Partial Differential Equations


Nov 15, 2021
Xiang Huang, Zhanhong Ye, Hongsheng Liu, Beiji Shi, Zidong Wang, Kang Yang, Yang Li, Bingya Weng, Min Wang, Haotian Chu, Jing Zhou, Fan Yu, Bei Hua, Lei Chen, Bin Dong

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Solving Partial Differential Equations with Point Source Based on Physics-Informed Neural Networks


Nov 02, 2021
Xiang Huang, Hongsheng Liu, Beiji Shi, Zidong Wang, Kang Yang, Yang Li, Bingya Weng, Min Wang, Haotian Chu, Jing Zhou, Fan Yu, Bei Hua, Lei Chen, Bin Dong

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FewNLU: Benchmarking State-of-the-Art Methods for Few-Shot Natural Language Understanding


Sep 27, 2021
Yanan Zheng, Jing Zhou, Yujie Qian, Ming Ding, Jian Li, Ruslan Salakhutdinov, Jie Tang, Sebastian Ruder, Zhilin Yang

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FlipDA: Effective and Robust Data Augmentation for Few-Shot Learning


Aug 13, 2021
Jing Zhou, Yanan Zheng, Jie Tang, Jian Li, Zhilin Yang

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Detangling robustness in high dimensions: composite versus model-averaged estimation


Jun 12, 2020
Jing Zhou, Gerda Claeskens, Jelena Bradic

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