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Kaleido-BERT: Vision-Language Pre-training on Fashion Domain


Apr 15, 2021
Mingchen Zhuge, Dehong Gao, Deng-Ping Fan, Linbo Jin, Ben Chen, Haoming Zhou, Minghui Qiu, Ling Shao

* CVPR2021 Accepted. Code: https://github.com/mczhuge/Kaleido-BERT 

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Network Clustering for Multi-task Learning


Jan 22, 2021
Dehong Gao, Wenjing Yang, Huiling Zhou, Yi Wei, Yi Hu, Hao Wang


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Transformer-based Language Model Fine-tuning Methods for COVID-19 Fake News Detection


Jan 18, 2021
Ben Chen, Bin Chen, Dehong Gao, Qijin Chen, Chengfu Huo, Xiaonan Meng, Weijun Ren, Yang Zhou

* 9 pages, 1 figures 

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EasyTransfer -- A Simple and Scalable Deep Transfer Learning Platform for NLP Applications


Nov 23, 2020
Minghui Qiu, Peng Li, Hanjie Pan, Chengyu Wang, Ang Wang, Cen Chen, Yaliang Li, Dehong Gao, Jun Huang, Yong Li, Jun Yang, Deng Cai, Wei Lin

* 4 pages 

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FashionBERT: Text and Image Matching with Adaptive Loss for Cross-modal Retrieval


May 29, 2020
Dehong Gao, Linbo Jin, Ben Chen, Minghui Qiu, Peng Li, Yi Wei, Yi Hu, Hao Wang

* 10 pages, to be published in SIGIR20 Industry Track 

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Deep Hierarchical Classification for Category Prediction in E-commerce System


May 14, 2020
Dehong Gao, Wenjing Yang, Huiling Zhou, Yi Wei, Yi Hu, Hao Wang

* 5pages, to be published in ECNLP workshop of ACL20 

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