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Exploring Task Difficulty for Few-Shot Relation Extraction


Sep 28, 2021
Jiale Han, Bo Cheng, Wei Lu


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Profiling Neural Blocks and Design Spaces for Mobile Neural Architecture Search


Sep 25, 2021
Keith G. Mills, Fred X. Han, Jialin Zhang, Seyed Saeed Changiz Rezaei, Fabian Chudak, Wei Lu, Shuo Lian, Shangling Jui, Di Niu

* Accepted as an Applied Research Paper at CIKM 2021; 10 pages, 8 Figures, 2 Tables 

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L$^{2}$NAS: Learning to Optimize Neural Architectures via Continuous-Action Reinforcement Learning


Sep 25, 2021
Keith G. Mills, Fred X. Han, Mohammad Salameh, Seyed Saeed Changiz Rezaei, Linglong Kong, Wei Lu, Shuo Lian, Shangling Jui, Di Niu

* Accepted as a Full Research Paper at CIKM 2021; 10 pages, 3 Figures, 5 Tables 

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A Role-Selected Sharing Network for Joint Machine-Human Chatting Handoff and Service Satisfaction Analysis


Sep 17, 2021
Jiawei Liu, Kaisong Song, Yangyang Kang, Guoxiu He, Zhuoren Jiang, Changlong Sun, Wei Lu, Xiaozhong Liu

* 11 pages, 4 figures, accepted by the main conference of EMNLP 2021 

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To be Closer: Learning to Link up Aspects with Opinions


Sep 17, 2021
Yuxiang Zhou, Lejian Liao, Yang Gao, Zhanming Jie, Wei Lu

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

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Uncovering Main Causalities for Long-tailed Information Extraction


Sep 11, 2021
Guoshun Nan, Jiaqi Zeng, Rui Qiao, Zhijiang Guo, Wei Lu

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

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Speaker-Oriented Latent Structures for Dialogue-Based Relation Extraction


Sep 11, 2021
Guoshun Nan, Guoqing Luo, Sicong Leng, Yao Xiao, Wei Lu

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

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No-Reference Quality Assessment for 3D Colored Point Cloud and Mesh Models


Jul 30, 2021
Zicheng Zhang, Wei Sun, Xiongkuo Min, Tao Wang, Wei Lu, Guangtao Zhai


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No-Reference Quality Assessment for Colored Point Cloud and Mesh Based on Natural Scene Statistics


Jul 09, 2021
Zicheng Zhang, Wei Sun, Xiongkuo Min, Tao Wang, Wei Lu, Guangtao Zhai


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Interventional Video Grounding with Dual Contrastive Learning


Jul 07, 2021
Guoshun Nan, Rui Qiao, Yao Xiao, Jun Liu, Sicong Leng, Hao Zhang, Wei Lu

* Accepted in CVPR 2021 

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Mixed Cross Entropy Loss for Neural Machine Translation


Jun 30, 2021
Haoran Li, Wei Lu

* ICML2021 

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Detection of Deepfake Videos Using Long Distance Attention


Jun 24, 2021
Wei Lu, Lingyi Liu, Junwei Luo, Xianfeng Zhao, Yicong Zhou, Jiwu Huang


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A parallel-network continuous quantitative trading model with GARCH and PPO


May 21, 2021
Zhishun Wang, Wei Lu, Kaixin Zhang, Tianhao Li, Zixi Zhao


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Generative Adversarial Neural Architecture Search


May 19, 2021
Seyed Saeed Changiz Rezaei, Fred X. Han, Di Niu, Mohammad Salameh, Keith Mills, Shuo Lian, Wei Lu, Shangling Jui

* 16 pages, 9 figures, 13 Tables 

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MCTG:Multi-frequency continuous-share trading algorithm with GARCH based on deep reinforcement learning


May 08, 2021
Zhishun Wang, Wei Lu, Kaixin Zhang, Tianhao Li, Zixi Zhao


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Better Feature Integration for Named Entity Recognition


Apr 12, 2021
Lu Xu, Zhanming Jie, Wei Lu, Lidong Bing

* Accepted by NAACL 2021. 13 pages, 9 Figure, 10 Tables 

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Time to Transfer: Predicting and Evaluating Machine-Human Chatting Handoff


Dec 14, 2020
Jiawei Liu, Zhe Gao, Yangyang Kang, Zhuoren Jiang, Guoxiu He, Changlong Sun, Xiaozhong Liu, Wei Lu

* 9pages, 4 figures, accepted by AAAI 2021 

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Lightweight, Dynamic Graph Convolutional Networks for AMR-to-Text Generation


Oct 09, 2020
Yan Zhang, Zhijiang Guo, Zhiyang Teng, Wei Lu, Shay B. Cohen, Zuozhu Liu, Lidong Bing

* Accepted to EMNLP 2020, long paper 

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Two are Better than One: Joint Entity and Relation Extraction with Table-Sequence Encoders


Oct 08, 2020
Jue Wang, Wei Lu

* EMNLP2020 

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Aspect Sentiment Classification with Aspect-Specific Opinion Spans


Oct 06, 2020
Lu Xu, Lidong Bing, Wei Lu, Fei Huang

* EMNLP 2020 

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Position-Aware Tagging for Aspect Sentiment Triplet Extraction


Oct 06, 2020
Lu Xu, Hao Li, Wei Lu, Lidong Bing

* 15 pages, 10 figures, accepted by EMNLP 2020 

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RPT: Learning Point Set Representation for Siamese Visual Tracking


Sep 02, 2020
Ziang Ma, Linyuan Wang, Haitao Zhang, Wei Lu, Jun Yin

* Accepted to ECCV2020 Workshop 

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Reasoning with Latent Structure Refinement for Document-Level Relation Extraction


May 15, 2020
Guoshun Nan, Zhijiang Guo, Ivan Sekulić, Wei Lu

* To appear in the proceedings of ACL 2020 (Long paper) 

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Knowledge Graph Empowered Entity Description Generation


Apr 30, 2020
Liying Cheng, Yan Zhang, Dekun Wu, Zhanming Jie, Lidong Bing, Wei Lu, Luo Si

* 10 pages, 5 figures 

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STEP: Sequence-to-Sequence Transformer Pre-training for Document Summarization


Apr 04, 2020
Yanyan Zou, Xingxing Zhang, Wei Lu, Furu Wei, Ming Zhou


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