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UniNL: Aligning Representation Learning with Scoring Function for OOD Detection via Unified Neighborhood Learning


Oct 19, 2022
Yutao Mou, Pei Wang, Keqing He, Yanan Wu, Jingang Wang, Wei Wu, Weiran Xu

* Accepted at EMNLP2022 main conference 

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Watch the Neighbors: A Unified K-Nearest Neighbor Contrastive Learning Framework for OOD Intent Discovery


Oct 17, 2022
Yutao Mou, Keqing He, Pei Wang, Yanan Wu, Jingang Wang, Wei Wu, Weiran Xu

* Accepted at EMNLP2022 main conference 

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Semi-Supervised Knowledge-Grounded Pre-training for Task-Oriented Dialog Systems


Oct 17, 2022
Weihao Zeng, Keqing He, Zechen Wang, Dayuan Fu, Guanting Dong, Ruotong Geng, Pei Wang, Jingang Wang, Chaobo Sun, Wei Wu, Weiran Xu

* Accepted at the SereTOD 2022 Workshop, EMNLP 2022 

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Disentangling Confidence Score Distribution for Out-of-Domain Intent Detection with Energy-Based Learning


Oct 17, 2022
Yanan Wu, Zhiyuan Zeng, Keqing He, Yutao Mou, Pei Wang, Yuanmeng Yan, Weiran Xu

* accepted by the EMNLP2022 SereTOD workshop 

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Distribution Calibration for Out-of-Domain Detection with Bayesian Approximation


Sep 14, 2022
Yanan Wu, Zhiyuan Zeng, Keqing He, Yutao Mou, Pei Wang, Weiran Xu

* Accepted in COLING2022 

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Generalized Intent Discovery: Learning from Open World Dialogue System


Sep 13, 2022
Yutao Mou, Keqing He, Yanan Wu, Pei Wang, Jingang Wang, Wei Wu, Yi Huang, Junlan Feng, Weiran Xu

* This paper has been accepted at COLING2022 

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SlimSeg: Slimmable Semantic Segmentation with Boundary Supervision


Jul 13, 2022
Danna Xue, Fei Yang, Pei Wang, Luis Herranz, Jinqiu Sun, Yu Zhu, Yanning Zhang

* 10 pages, 4 figures, accepted by ACMMM 2022 

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A Pre-Computing Solution for Online Advertising Serving


Jul 04, 2022
Han Xu, Hao Qi, Kunyao Wang, Pei Wang, Guowei Zhang, Congcong Liu, Junsheng Jin, Xiwei Zhao, Changping Peng, Zhangang Lin, Jingping Shao


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Research: A Pre-Computing Solution for Online Advertising Serving


Jun 26, 2022
Han Xu, Hao Qi, Kunyao Wang, Pei Wang, Guowei Zhang, Congcong Liu, Junsheng Jin, Xiwei Zhao, Changping Peng, Zhangang Lin, Jingping Shao


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Evolution of beliefs in social networks


May 26, 2022
Pushpi Paranamana, Pei Wang, Patrick Shafto


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