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Zhongyu Wei

Fudan University

A Unified Continuous Learning Framework for Multi-modal Knowledge Discovery and Pre-training



Zhihao Fan , Zhongyu Wei , Jingjing Chen , Siyuan Wang , Zejun Li , Jiarong Xu , Xuanjing Huang


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DxFormer: A Decoupled Automatic Diagnostic System Based on Decoder-Encoder Transformer with Dense Symptom Representations



Wei Chen , Cheng Zhong , Jiajie Peng , Zhongyu Wei

* 7 pages, 4 figures, 3 tables 

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DialogVED: A Pre-trained Latent Variable Encoder-Decoder Model for Dialog Response Generation



Wei Chen , Yeyun Gong , Song Wang , Bolun Yao , Weizhen Qi , Zhongyu Wei , Xiaowu Hu , Bartuer Zhou , Yi Mao , Weizhu Chen , Biao Cheng , Nan Duan

* 13 pages, 1 figures, 9 tables 

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A Benchmark for Automatic Medical Consultation System: Frameworks, Tasks and Datasets



Wei Chen , Zhiwei Li , Hongyi Fang , Qianyuan Yao , Cheng Zhong , Jianye Hao , Qi Zhang , Xuanjing Huang , Jiajie Peng , Zhongyu Wei

* 8 pages, 3 figures, 10 tables 

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MVP: Multi-Stage Vision-Language Pre-Training via Multi-Level Semantic Alignment



Zejun Li , Zhihao Fan , Huaixiao Tou , Zhongyu Wei


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Reasoning Chain Based Adversarial Attack for Multi-hop Question Answering



Jiayu Ding , Siyuan Wang , Qin Chen , Zhongyu Wei

* 10 pages including reference, 4 figures 

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Curriculum Learning for Vision-and-Language Navigation



Jiwen Zhang , Zhongyu Wei , Jianqing Fan , Jiajie Peng

* Accepted by NeurIPS 2021 

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Negative Sample is Negative in Its Own Way: Tailoring Negative Sentences for Image-Text Retrieval



Zhihao Fan , Zhongyu Wei , Zejun Li , Siyuan Wang , Jianqing Fan


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Learning Implicit Sentiment in Aspect-based Sentiment Analysis with Supervised Contrastive Pre-Training



Zhengyan Li , Yicheng Zou , Chong Zhang , Qi Zhang , Zhongyu Wei

* Accepted as a long paper in the main conference of EMNLP 2021 

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