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Inductive Relation Prediction by BERT


Mar 12, 2021
Hanwen Zha, Zhiyu Chen, Xifeng Yan


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Neural Ranking Models for Document Retrieval


Feb 23, 2021
Mohamed Trabelsi, Zhiyu Chen, Brian D. Davison, Jeff Heflin


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6.7ms on Mobile with over 78% ImageNet Accuracy: Unified Network Pruning and Architecture Search for Beyond Real-Time Mobile Acceleration


Dec 01, 2020
Zhengang Li, Geng Yuan, Wei Niu, Yanyu Li, Pu Zhao, Yuxuan Cai, Xuan Shen, Zheng Zhan, Zhenglun Kong, Qing Jin, Zhiyu Chen, Sijia Liu, Kaiyuan Yang, Bin Ren, Yanzhi Wang, Xue Lin


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NUANCED: Natural Utterance Annotation for Nuanced Conversation with Estimated Distributions


Oct 24, 2020
Zhiyu Chen, Honglei Liu, Hu Xu, Seungwhan Moon, Hao Zhou, Bing Liu


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Pretrained Generalized Autoregressive Model with Adaptive Probabilistic Label Clusters for Extreme Multi-label Text Classification


Jul 05, 2020
Hui Ye, Zhiyu Chen, Da-Han Wang, Brian D. Davison

* Accepted by ICML 2020 

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Table Search Using a Deep Contextualized Language Model


May 26, 2020
Zhiyu Chen, Mohamed Trabelsi, Jeff Heflin, Yinan Xu, Brian D. Davison

* Accepted at SIGIR 2020 (Long) 

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Logic2Text: High-Fidelity Natural Language Generation from Logical Forms


Apr 30, 2020
Zhiyu Chen, Wenhu Chen, Hanwen Zha, Xiyou Zhou, Yunkai Zhang, Sairam Sundaresan, William Yang Wang

* 9 pages, 6 figures 

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Logical Natural Language Generation from Open-Domain Tables


Apr 28, 2020
Wenhu Chen, Jianshu Chen, Yu Su, Zhiyu Chen, William Yang Wang

* Accepted to ACL 2020 as Long Paper 

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HybridQA: A Dataset of Multi-Hop Question Answering over Tabular and Textual Data


Apr 15, 2020
Wenhu Chen, Hanwen Zha, Zhiyu Chen, Wenhan Xiong, Hong Wang, William Wang

* Dataset Description of HybridQA 

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HULK: An Energy Efficiency Benchmark Platform for Responsible Natural Language Processing


Feb 14, 2020
Xiyou Zhou, Zhiyu Chen, Xiaoyong Jin, William Yang Wang

* 7 pages, 4 figures 

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Leveraging Schema Labels to Enhance Dataset Search


Jan 27, 2020
Zhiyu Chen, Haiyan Jia, Jeff Heflin, Brian D. Davison

* Accepted at the 42nd European Conference on IR Research, ECIR 2020 

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Global Textual Relation Embedding for Relational Understanding


Jun 03, 2019
Zhiyu Chen, Hanwen Zha, Honglei Liu, Wenhu Chen, Xifeng Yan, Yu Su

* Accepted to ACL 2019. 5 pages, 2 figures 

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Few-shot NLG with Pre-trained Language Model


Apr 21, 2019
Zhiyu Chen, Harini Eavani, Yinyin Liu, William Yang Wang


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How Large a Vocabulary Does Text Classification Need? A Variational Approach to Vocabulary Selection


Apr 03, 2019
Wenhu Chen, Yu Su, Yilin Shen, Zhiyu Chen, Xifeng Yan, William Wang

* Accepted to NAACL 2019, 11 pages, 7 figures, 3 tables 

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Mask Editor : an Image Annotation Tool for Image Segmentation Tasks


Sep 17, 2018
Chuanhai Zhang, Kurt Loken, Zhiyu Chen, Zhiyong Xiao, Gary Kunkel


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