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Multimodal Dialogue Response Generation


Oct 16, 2021
Qingfeng Sun, Yujing Wang, Can Xu, Kai Zheng, Yaming Yang, Huang Hu, Fei Xu, Jessica Zhang, Xiubo Geng, Daxin Jiang

* This paper has been submitted before 15th October @ 11:59pm AOE(UTC -12) 

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WRENCH: A Comprehensive Benchmark for Weak Supervision


Oct 11, 2021
Jieyu Zhang, Yue Yu, Yinghao Li, Yujing Wang, Yaming Yang, Mao Yang, Alexander Ratner

* NeurIPS 2021 Datasets and Benchmarks Track 

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Creating Training Sets via Weak Indirect Supervision


Oct 07, 2021
Jieyu Zhang, Bohan Wang, Xiangchen Song, Yujing Wang, Yaming Yang, Jing Bai, Alexander Ratner

* 40 pages 

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Graph Pointer Neural Networks


Oct 03, 2021
Tianmeng Yang, Yujing Wang, Zhihan Yue, Yaming Yang, Yunhai Tong, Jing Bai


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Attentive Knowledge-aware Graph Convolutional Networks with Collaborative Guidance for Recommendation


Sep 05, 2021
Yankai Chen, Yaming Yang, Yujing Wang, Jing Bai, Xiangchen Song, Irwin King


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AceNAS: Learning to Rank Ace Neural Architectures with Weak Supervision of Weight Sharing


Aug 06, 2021
Yuge Zhang, Chenqian Yan, Quanlu Zhang, Li Lyna Zhang, Yaming Yang, Xiaotian Gao, Yuqing Yang

* Code: https://github.com/ultmaster/AceNAS 

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Syntax-BERT: Improving Pre-trained Transformers with Syntax Trees


Mar 07, 2021
Jiangang Bai, Yujing Wang, Yiren Chen, Yaming Yang, Jing Bai, Jing Yu, Yunhai Tong

* EACL2021 

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Evolving Attention with Residual Convolutions


Feb 20, 2021
Yujing Wang, Yaming Yang, Jiangang Bai, Mingliang Zhang, Jing Bai, Jing Yu, Ce Zhang, Gao Huang, Yunhai Tong


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How Does Supernet Help in Neural Architecture Search?


Oct 16, 2020
Yuge Zhang, Quanlu Zhang, Yaming Yang


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AutoADR: Automatic Model Design for Ad Relevance


Oct 14, 2020
Yiren Chen, Yaming Yang, Hong Sun, Yujing Wang, Yu Xu, Wei Shen, Rong Zhou, Yunhai Tong, Jing Bai, Ruofei Zhang

* CIKM 2020 

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Interpretable and Efficient Heterogeneous Graph Convolutional Network


Jun 23, 2020
Yaming Yang, Ziyu Guan, Jianxin Li, Wei Zhao, Jiangtao Cui, Quan Wang

* This paper has been submitted to IEEE TKDE 

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Improving BERT with Self-Supervised Attention


Apr 29, 2020
Xiaoyu Kou, Yaming Yang, Yujing Wang, Ce Zhang, Yiren Chen, Yunhai Tong, Yan Zhang, Jing Bai


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LadaBERT: Lightweight Adaptation of BERT through Hybrid Model Compression


Apr 08, 2020
Yihuan Mao, Yujing Wang, Chufan Wu, Chen Zhang, Yang Wang, Yaming Yang, Quanlu Zhang, Yunhai Tong, Jing Bai


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Deeper Insights into Weight Sharing in Neural Architecture Search


Jan 06, 2020
Yuge Zhang, Zejun Lin, Junyang Jiang, Quanlu Zhang, Yujing Wang, Hui Xue, Chen Zhang, Yaming Yang


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TextNAS: A Neural Architecture Search Space tailored for Text Representation


Dec 23, 2019
Yujing Wang, Yaming Yang, Yiren Chen, Jing Bai, Ce Zhang, Guinan Su, Xiaoyu Kou, Yunhai Tong, Mao Yang, Lidong Zhou


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An Anatomy of Graph Neural Networks Going Deep via the Lens of Mutual Information: Exponential Decay vs. Full Preservation


Oct 22, 2019
Nezihe Merve Gürel, Hansheng Ren, Yujing Wang, Hui Xue, Yaming Yang, Ce Zhang

* 19 pages, 6 figures, 6 tables 

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