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Grid-VLP: Revisiting Grid Features for Vision-Language Pre-training


Aug 21, 2021
Ming Yan, Haiyang Xu, Chenliang Li, Bin Bi, Junfeng Tian, Min Gui, Wei Wang


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E2E-VLP: End-to-End Vision-Language Pre-training Enhanced by Visual Learning


Jun 04, 2021
Haiyang Xu, Ming Yan, Chenliang Li, Bin Bi, Songfang Huang, Wenming Xiao, Fei Huang

* ACL2021 main conference 

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StructuralLM: Structural Pre-training for Form Understanding


May 24, 2021
Chenliang Li, Bin Bi, Ming Yan, Wei Wang, Songfang Huang, Fei Huang, Luo Si

* Accepted by ACL2021 main conference 

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SemVLP: Vision-Language Pre-training by Aligning Semantics at Multiple Levels


Mar 14, 2021
Chenliang Li, Ming Yan, Haiyang Xu, Fuli Luo, Wei Wang, Bin Bi, Songfang Huang

* 10 pages, 4 figures 

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Latent Template Induction with Gumbel-CRFs


Nov 29, 2020
Yao Fu, Chuanqi Tan, Bin Bi, Mosha Chen, Yansong Feng, Alexander M. Rush

* NeurIPS 2020 camera ready 

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VECO: Variable Encoder-decoder Pre-training for Cross-lingual Understanding and Generation


Oct 30, 2020
Fuli Luo, Wei Wang, Jiahao Liu, Yijia Liu, Bin Bi, Songfang Huang, Fei Huang, Luo Si


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PALM: Pre-training an Autoencoding&Autoregressive Language Model for Context-conditioned Generation


Apr 14, 2020
Bin Bi, Chenliang Li, Chen Wu, Ming Yan, Wei Wang

* arXiv admin note: text overlap with arXiv:1910.10683, arXiv:1910.13461 by other authors 

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Symmetric Regularization based BERT for Pair-wise Semantic Reasoning


Sep 08, 2019
Xingyi Cheng, Weidi Xu, Kunlong Chen, Wei Wang, Bin Bi, Ming Yan, Chen Wu, Luo Si, Wei Chu, Taifeng Wang

* 8 pages, 3 figures, 6 tables 

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Incorporating External Knowledge into Machine Reading for Generative Question Answering


Sep 06, 2019
Bin Bi, Chen Wu, Ming Yan, Wei Wang, Jiangnan Xia, Chenliang Li

* Accepted at EMNLP 2019 

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StructBERT: Incorporating Language Structures into Pre-training for Deep Language Understanding


Aug 16, 2019
Wei Wang, Bin Bi, Ming Yan, Chen Wu, Zuyi Bao, Liwei Peng, Luo Si

* 10 Pages 

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A Deep Cascade Model for Multi-Document Reading Comprehension


Nov 28, 2018
Ming Yan, Jiangnan Xia, Chen Wu, Bin Bi, Zhongzhou Zhao, Ji Zhang, Luo Si, Rui Wang, Wei Wang, Haiqing Chen

* Accepted at AAAI 2019 

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A Neural Comprehensive Ranker (NCR) for Open-Domain Question Answering


Oct 05, 2017
Bin Bi, Hao Ma

* A paper with a similar method has been published earlier at arXiv:1706.04815 The authors believe there is no need for a separate publication 

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KeyVec: Key-semantics Preserving Document Representations


Sep 27, 2017
Bin Bi, Hao Ma


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