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Knowledge-guided Open Attribute Value Extraction with Reinforcement Learning

Oct 19, 2020
Ye Liu, Sheng Zhang, Rui Song, Suo Feng, Yanghua Xiao

* EMNLP 2020 

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Worst-Case-Aware Curriculum Learning for Zero and Few Shot Transfer

Sep 23, 2020
Sheng Zhang, Xin Zhang, Weiming Zhang, Anders S√łgaard


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DeepFaceLab: A simple, flexible and extensible face swapping framework

May 20, 2020
Ivan Perov, Daiheng Gao, Nikolay Chervoniy, Kunlin Liu, Sugasa Marangonda, Chris Umé, Mr. Dpfks, Carl Shift Facenheim, Luis RP, Jian Jiang, Sheng Zhang, Pingyu Wu, Bo Zhou, Weiming Zhang


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Error Model of Radio Fingerprint and PDR Fusion Indoor Localization

Jan 05, 2020
Haojun Ai, Kaifeng Tang, Sheng Zhang, Yuhong Yang


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Transductive Parsing for Universal Decompositional Semantics

Oct 23, 2019
Elias Stengel-Eskin, Aaron Steven White, Sheng Zhang, Benjamin Van Durme


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The Universal Decompositional Semantics Dataset and Decomp Toolkit

Sep 30, 2019
Aaron Steven White, Elias Stengel-Eskin, Siddharth Vashishtha, Venkata Govindarajan, Dee Ann Reisinger, Tim Vieira, Keisuke Sakaguchi, Sheng Zhang, Francis Ferraro, Rachel Rudinger, Kyle Rawlins, Benjamin Van Durme


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Broad-Coverage Semantic Parsing as Transduction

Sep 05, 2019
Sheng Zhang, Xutai Ma, Kevin Duh, Benjamin Van Durme

* Accepted at EMNLP 2019 

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Robust subsampling-based sparse Bayesian inference to tackle four challenges (large noise, outliers, data integration, and extrapolation) in the discovery of physical laws from data

Jul 23, 2019
Sheng Zhang, Guang Lin


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Neural Machine Reading Comprehension: Methods and Trends

Jul 15, 2019
Shanshan Liu, Xin Zhang, Sheng Zhang, Hui Wang, Weiming Zhang

* 39 pages 

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Omnidirectional Scene Text Detection with Sequential-free Box Discretization

Jun 07, 2019
Yuliang Liu, Sheng Zhang, Lianwen Jin, Lele Xie, Yaqiang Wu, Zhepeng Wang

* Accepted by IJCAI2019 

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Finite-Time Analysis of Q-Learning with Linear Function Approximation

May 27, 2019
Zaiwei Chen, Sheng Zhang, Thinh T. Doan, Siva Theja Maguluri, John-Paul Clarke

* 8 pages of main paper, 2 pages of reference, and 12 pages of Appendix 

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AMR Parsing as Sequence-to-Graph Transduction

May 21, 2019
Sheng Zhang, Xutai Ma, Kevin Duh, Benjamin Van Durme

* Accepted at ACL 2019 

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Unsupervised Deep Structured Semantic Models for Commonsense Reasoning

Apr 03, 2019
Shuohang Wang, Sheng Zhang, Yelong Shen, Xiaodong Liu, Jingjing Liu, Jianfeng Gao, Jing Jiang

* To appear in NAACL 2019, 10 pages 

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Learning to Detect Instantaneous Changes with Retrospective Convolution and Static Sample Synthesis

Nov 20, 2018
Chao Chen, Sheng Zhang, Cuibing Du

* 10 pages, 9 figures 

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ReCoRD: Bridging the Gap between Human and Machine Commonsense Reading Comprehension

Oct 30, 2018
Sheng Zhang, Xiaodong Liu, Jingjing Liu, Jianfeng Gao, Kevin Duh, Benjamin Van Durme

* 14 pages 

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Neural-Davidsonian Semantic Proto-role Labeling

Oct 24, 2018
Rachel Rudinger, Adam Teichert, Ryan Culkin, Sheng Zhang, Benjamin Van Durme

* Accepted to EMNLP 2018 

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Halo: Learning Semantics-Aware Representations for Cross-Lingual Information Extraction

May 21, 2018
Hongyuan Mei, Sheng Zhang, Kevin Duh, Benjamin Van Durme

* *SEM 2018 camera-ready 

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Cross-lingual Semantic Parsing

Apr 21, 2018
Sheng Zhang, Kevin Duh, Benjamin Van Durme


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Fine-grained Entity Typing through Increased Discourse Context and Adaptive Classification Thresholds

Apr 21, 2018
Sheng Zhang, Kevin Duh, Benjamin Van Durme

* Accepted to StarSem 2018 

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FPGA Implementations of 3D-SIMD Processor Architecture for Deep Neural Networks Using Relative Indexed Compressed Sparse Filter Encoding Format and Stacked Filters Stationary Flow

Apr 12, 2018
Yuechao Gao, Nianhong Liu, Sheng Zhang


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Stacked Filters Stationary Flow For Hardware-Oriented Acceleration Of Deep Convolutional Neural Networks

Feb 06, 2018
Yuechao Gao, Nianhong Liu, Sheng Zhang


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Random Euler Complex-Valued Nonlinear Filters

Jan 02, 2018
Jiashu Zhang, Sheng Zhang, Defang Li


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Feature Enhancement Network: A Refined Scene Text Detector

Nov 12, 2017
Sheng Zhang, Yuliang Liu, Lianwen Jin, Canjie Luo

* 8 pages, 5 figures, 2 tables. This paper is accepted to appear in AAAI 2018 

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Deep Generalized Canonical Correlation Analysis

Jun 15, 2017
Adrian Benton, Huda Khayrallah, Biman Gujral, Dee Ann Reisinger, Sheng Zhang, Raman Arora

* 14 pages, 6 figures 

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Ordinal Common-sense Inference

Jun 02, 2017
Sheng Zhang, Rachel Rudinger, Kevin Duh, Benjamin Van Durme


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