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One to Multiple Mapping Dual Learning: Learning Multiple Sources from One Mixed Signal


Oct 13, 2021
Ting Liu, Wenwu Wang, Xiaofei Zhang, Zhenyin Gong, Yina Guo


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VTBR: Semantic-based Pretraining for Person Re-Identification


Oct 11, 2021
Suncheng Xiang, Zirui Zhang, Mengyuan Guan, Hao Chen, Binjie Yan, Ting Liu, Yuzhuo Fu


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Less is More: Learning from Synthetic Data with Fine-grained Attributes for Person Re-Identification


Sep 22, 2021
Suncheng Xiang, Guanjie You, Mengyuan Guan, Hao Chen, Feng Wang, Ting Liu, Yuzhuo Fu


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Allocating Large Vocabulary Capacity for Cross-lingual Language Model Pre-training


Sep 15, 2021
Bo Zheng, Li Dong, Shaohan Huang, Saksham Singhal, Wanxiang Che, Ting Liu, Xia Song, Furu Wei

* EMNLP 2021 

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Logic-level Evidence Retrieval and Graph-based Verification Network for Table-based Fact Verification


Sep 14, 2021
Qi Shi, Yu Zhang, Qingyu Yin, Ting Liu

* EMNLP 2021 

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Understanding Attention in Machine Reading Comprehension


Aug 26, 2021
Yiming Cui, Wei-Nan Zhang, Wanxiang Che, Ting Liu, Zhigang Chen

* 11 pages 

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CausalBERT: Injecting Causal Knowledge Into Pre-trained Models with Minimal Supervision


Aug 08, 2021
Zhongyang Li, Xiao Ding, Kuo Liao, Bing Qin, Ting Liu


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Guided Generation of Cause and Effect


Jul 21, 2021
Zhongyang Li, Xiao Ding, Ting Liu, J. Edward Hu, Benjamin Van Durme

* accepted in IJCAI 2020 main track 

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Consistency Regularization for Cross-Lingual Fine-Tuning


Jun 15, 2021
Bo Zheng, Li Dong, Shaohan Huang, Wenhui Wang, Zewen Chi, Saksham Singhal, Wanxiang Che, Ting Liu, Xia Song, Furu Wei

* ACL-2021 

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BoB: BERT Over BERT for Training Persona-based Dialogue Models from Limited Personalized Data


Jun 14, 2021
Haoyu Song, Yan Wang, Kaiyan Zhang, Wei-Nan Zhang, Ting Liu

* ACL 2021 

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Adversarial Training for Machine Reading Comprehension with Virtual Embeddings


Jun 08, 2021
Ziqing Yang, Yiming Cui, Chenglei Si, Wanxiang Che, Ting Liu, Shijin Wang, Guoping Hu

* Accepted to *SEM 2021 workshop at ACL 2021 

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GL-GIN: Fast and Accurate Non-Autoregressive Model for Joint Multiple Intent Detection and Slot Filling


Jun 03, 2021
Libo Qin, Fuxuan Wei, Tianbao Xie, Xiao Xu, Wanxiang Che, Ting Liu

* Accepted at ACL2021 (main conference) 

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Non-Convex Tensor Low-Rank Approximation for Infrared Small Target Detection


May 31, 2021
Ting Liu, Jungang Yang, Boyang Li, Chao Xiao, Yang Sun, Yingqian Wang, Wei An


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Language Model as an Annotator: Exploring DialoGPT for Dialogue Summarization


May 28, 2021
Xiachong Feng, Xiaocheng Feng, Libo Qin, Bing Qin, Ting Liu

* ACL 2021 

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ExpMRC: Explainability Evaluation for Machine Reading Comprehension


May 10, 2021
Yiming Cui, Ting Liu, Wanxiang Che, Zhigang Chen, Shijin Wang

* 10 pages 

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DADgraph: A Discourse-aware Dialogue Graph Neural Network for Multiparty Dialogue Machine Reading Comprehension


Apr 26, 2021
Jiaqi Li, Ming Liu, Zihao Zheng, Heng Zhang, Bing Qin, Min-Yen Kan, Ting Liu

* Accepted by IJCNN 2021 

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Learning to Share by Masking the Non-shared for Multi-domain Sentiment Classification


Apr 17, 2021
Jianhua Yuan, Yanyan Zhao, Bing Qin, Ting Liu

* 11 pages 

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Learning from Self-Discrepancy via Multiple Co-teaching for Cross-Domain Person Re-Identification


Apr 06, 2021
Suncheng Xiang, Yuzhuo Fu, Mengyuan Guan, Ting Liu


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A Survey on Spoken Language Understanding: Recent Advances and New Frontiers


Mar 04, 2021
Libo Qin, Tianbao Xie, Wanxiang Che, Ting Liu

* Survey for SLU Direction. Resources in \url{https://github.com/yizhen20133868/Awesome-SLU-Survey

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Memory Augmented Sequential Paragraph Retrieval for Multi-hop Question Answering


Feb 07, 2021
Nan Shao, Yiming Cui, Ting Liu, Shijin Wang, Guoping Hu

* 10 pages 

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Discovering Dialog Structure Graph for Open-Domain Dialog Generation


Dec 31, 2020
Jun Xu, Zeyang Lei, Haifeng Wang, Zheng-Yu Niu, Hua Wu, Wanxiang Che, Ting Liu


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Multiple Structural Priors Guided Self Attention Network for Language Understanding


Dec 29, 2020
Le Qi, Yu Zhang, Qingyu Yin, Ting Liu


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Co-GAT: A Co-Interactive Graph Attention Network for Joint Dialog Act Recognition and Sentiment Classification


Dec 24, 2020
Libo Qin, Zhouyang Li, Wanxiang Che, Minheng Ni, Ting Liu

* Accepted by AAAI2021 (Long Paper). arXiv admin note: text overlap with arXiv:2008.06914 

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C2C-GenDA: Cluster-to-Cluster Generation for Data Augmentation of Slot Filling


Dec 13, 2020
Yutai Hou, Sanyuan Chen, Wanxiang Che, Cheng Chen, Ting Liu

* Accepted by AAAI-2021 

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Dialogue Discourse-Aware Graph Convolutional Networks for Abstractive Meeting Summarization


Dec 07, 2020
Xiachong Feng, Xiaocheng Feng, Bing Qin, Xinwei Geng, Ting Liu


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Learning View-Disentangled Human Pose Representation by Contrastive Cross-View Mutual Information Maximization


Dec 02, 2020
Long Zhao, Yuxiao Wang, Jiaping Zhao, Liangzhe Yuan, Jennifer J. Sun, Florian Schroff, Hartwig Adam, Xi Peng, Dimitris Metaxas, Ting Liu


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Biomedical Knowledge Graph Refinement with Embedding and Logic Rules


Dec 02, 2020
Sendong Zhao, Bing Qin, Ting Liu, Fei Wang


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