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Molecular Geometry-aware Transformer for accurate 3D Atomic System modeling


Feb 02, 2023
Zheng Yuan, Yaoyun Zhang, Chuanqi Tan, Wei Wang, Fei Huang, Songfang Huang

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mPLUG-2: A Modularized Multi-modal Foundation Model Across Text, Image and Video


Feb 01, 2023
Haiyang Xu, Qinghao Ye, Ming Yan, Yaya Shi, Jiabo Ye, Yuanhong Xu, Chenliang Li, Bin Bi, Qi Qian, Wei Wang, Guohai Xu, Ji Zhang, Songfang Huang, Fei Huang, Jingren Zhou

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Learning Trajectory-Word Alignments for Video-Language Tasks


Jan 06, 2023
Xu Yang, Zhangzikang Li, Haiyang Xu, Hanwang Zhang, Qinghao Ye, Chenliang Li, Ming Yan, Yu Zhang, Fei Huang, Songfang Huang

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Adaptively Clustering Neighbor Elements for Image Captioning


Jan 05, 2023
Zihua Wang, Xu Yang, Haiyang Xu, Hanwang Zhang, Chenliang Li, Songfang Huang, Fei Huang, Yu Zhang

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SeqDiffuSeq: Text Diffusion with Encoder-Decoder Transformers


Dec 20, 2022
Hongyi Yuan, Zheng Yuan, Chuanqi Tan, Fei Huang, Songfang Huang

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* Working in progress; 9 pages, 2 figures 

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HyPe: Better Pre-trained Language Model Fine-tuning with Hidden Representation Perturbation


Dec 17, 2022
Hongyi Yuan, Zheng Yuan, Chuanqi Tan, Fei Huang, Songfang Huang

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* 17 pages; 5 figures 

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SpanProto: A Two-stage Span-based Prototypical Network for Few-shot Named Entity Recognition


Oct 17, 2022
Jianing Wang, Chengyu Wang, Chuanqi Tan, Minghui Qiu, Songfang Huang, Jun Huang, Ming Gao

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* 11 pages, 5 figures. This paper has been accepted for the main conference of EMNLP2022 (long paper) 

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Open Information Extraction from 2007 to 2022 -- A Survey


Aug 18, 2022
Pai Liu, Wenyang Gao, Wenjie Dong, Songfang Huang, Yue Zhang

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* 9 pages, 5 figures, Open Information Extraction Survey 

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mPLUG: Effective and Efficient Vision-Language Learning by Cross-modal Skip-connections


May 25, 2022
Chenliang Li, Haiyang Xu, Junfeng Tian, Wei Wang, Ming Yan, Bin Bi, Jiabo Ye, Hehong Chen, Guohai Xu, Zheng Cao, Ji Zhang, Songfang Huang, Fei Huang, Jingren Zhou, Luo Si

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