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Audio-Visual Segmentation


Jul 11, 2022
Jinxing Zhou, Jianyuan Wang, Jiayi Zhang, Weixuan Sun, Jing Zhang, Stan Birchfield, Dan Guo, Lingpeng Kong, Meng Wang, Yiran Zhong

* Accepted to ECCV 2022; Jinxing Zhou and Jianyuan Wang contributed equally; Meng Wang and Yiran Zhong are corresponding authors; Code is available at https://github.com/OpenNLPLab/AVSBench 

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Vicinity Vision Transformer


Jun 21, 2022
Weixuan Sun, Zhen Qin, Hui Deng, Jianyuan Wang, Yi Zhang, Kaihao Zhang, Nick Barnes, Stan Birchfield, Lingpeng Kong, Yiran Zhong


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CoNT: Contrastive Neural Text Generation


May 29, 2022
Chenxin An, Jiangtao Feng, Kai Lv, Lingpeng Kong, Xipeng Qiu, Xuanjing Huang


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ZeroGen$^+$: Self-Guided High-Quality Data Generation in Efficient Zero-Shot Learning


May 25, 2022
Jiahui Gao, Renjie Pi, Yong Lin, Hang Xu, Jiacheng Ye, Zhiyong Wu, Xiaodan Liang, Zhenguo Li, Lingpeng Kong

* 9 pages 

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Language Models Can See: Plugging Visual Controls in Text Generation


May 05, 2022
Yixuan Su, Tian Lan, Yahui Liu, Fangyu Liu, Dani Yogatama, Yan Wang, Lingpeng Kong, Nigel Collier

* 20 pages, 5 figures, 5 tables 

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Lexical Knowledge Internalization for Neural Dialog Generation


May 04, 2022
Zhiyong Wu, Wei Bi, Xiang Li, Lingpeng Kong, Ben Kao

* To appear at ACL 2022 main conference 

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Event Transition Planning for Open-ended Text Generation


Apr 20, 2022
Qintong Li, Piji Li, Wei Bi, Zhaochun Ren, Yuxuan Lai, Lingpeng Kong

* Accepted at Findings of ACL 2022 

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Linear Complexity Randomized Self-attention Mechanism


Apr 10, 2022
Lin Zheng, Chong Wang, Lingpeng Kong

* 37 pages 

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cosFormer: Rethinking Softmax in Attention


Feb 17, 2022
Zhen Qin, Weixuan Sun, Hui Deng, Dongxu Li, Yunshen Wei, Baohong Lv, Junjie Yan, Lingpeng Kong, Yiran Zhong

* Accepted to ICLR2022. Yiran Zhong is the corresponding author. Zhen Qin, Weixuan Sun, Hui Deng contributed equally to this work 

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Revisiting Over-smoothing in BERT from the Perspective of Graph


Feb 17, 2022
Han Shi, Jiahui Gao, Hang Xu, Xiaodan Liang, Zhenguo Li, Lingpeng Kong, Stephen M. S. Lee, James T. Kwok

* Accepted by ICLR 2022 (Spotlight) 

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