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Adversarial Retriever-Ranker for dense text retrieval


Oct 08, 2021
Hang Zhang, Yeyun Gong, Yelong Shen, Jiancheng Lv, Nan Duan, Weizhu Chen


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Unsupervised Neural Rendering for Image Hazing


Jul 14, 2021
Boyun Li, Yijie Lin, Xiao Liu, Peng Hu, Jiancheng Lv, Xi Peng


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TAT-QA: A Question Answering Benchmark on a Hybrid of Tabular and Textual Content in Finance


Jun 01, 2021
Fengbin Zhu, Wenqiang Lei, Youcheng Huang, Chao Wang, Shuo Zhang, Jiancheng Lv, Fuli Feng, Tat-Seng Chua

* Accepted by ACL 2021 

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Poolingformer: Long Document Modeling with Pooling Attention


May 10, 2021
Hang Zhang, Yeyun Gong, Yelong Shen, Weisheng Li, Jiancheng Lv, Nan Duan, Weizhu Chen

* Accepted by ICML 2021 

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Prediction, Selection, and Generation: Exploration of Knowledge-Driven Conversation System


May 05, 2021
Cheng Luo, Dayiheng Liu, Chanjuan Li, Li Lu, Jiancheng Lv


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Heart-Darts: Classification of Heartbeats Using Differentiable Architecture Search


May 03, 2021
Jindi Lv, Qing Ye, Yanan Sun, Juan Zhao, Jiancheng Lv


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LANA: Towards Personalized Deep Knowledge Tracing Through Distinguishable Interactive Sequences


Apr 21, 2021
Yuhao Zhou, Xihua Li, Yunbo Cao, Xuemin Zhao, Qing Ye, Jiancheng Lv

* EDM2021 

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Dynamic Normalization


Jan 15, 2021
Chuan Liu, Yi Gao, Jiancheng Lv

* 9 pages, 5 figures 

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Communication-Efficient Federated Learning with Compensated Overlap-FedAvg


Dec 12, 2020
Yuhao Zhou, Ye Qing, Jiancheng Lv

* 14 pages, 9 figures 

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GLGE: A New General Language Generation Evaluation Benchmark


Nov 24, 2020
Dayiheng Liu, Yu Yan, Yeyun Gong, Weizhen Qi, Hang Zhang, Jian Jiao, Weizhu Chen, Jie Fu, Linjun Shou, Ming Gong, Pengcheng Wang, Jiusheng Chen, Daxin Jiang, Jiancheng Lv, Ruofei Zhang, Winnie Wu, Ming Zhou, Nan Duan

* 11 pages 

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Tell Me How to Ask Again: Question Data Augmentation with Controllable Rewriting in Continuous Space


Oct 04, 2020
Dayiheng Liu, Yeyun Gong, Jie Fu, Yu Yan, Jiusheng Chen, Jiancheng Lv, Nan Duan, Ming Zhou

* Accepted at EMNLP 2020 

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AnchiBERT: A Pre-Trained Model for Ancient ChineseLanguage Understanding and Generation


Sep 24, 2020
Huishuang Tian, Kexin Yang, Dayiheng Liu, Jiancheng Lv

* 10 pages with 3 figures 

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HLSGD Hierarchical Local SGD With Stale Gradients Featuring


Sep 06, 2020
Yuhao Zhou, Qing Ye, Hailun Zhang, Jiancheng Lv

* 12 pages, 10 figures, ICONIP2020 under review 

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DBS: Dynamic Batch Size For Distributed Deep Neural Network Training


Jul 23, 2020
Qing Ye, Yuhao Zhou, Mingjia Shi, Yanan Sun, Jiancheng Lv

* NIPS2020 under review 

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RikiNet: Reading Wikipedia Pages for Natural Question Answering


Apr 30, 2020
Dayiheng Liu, Yeyun Gong, Jie Fu, Yu Yan, Jiusheng Chen, Daxin Jiang, Jiancheng Lv, Nan Duan

* Accepted at ACL 2020 

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Let's be Humorous: Knowledge Enhanced Humor Generation


Apr 28, 2020
Hang Zhang, Dayiheng Liu, Jiancheng Lv, Cheng Luo

* 6 pages, 4 figures, accepted by ACL2020 SRW 

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Learning Event-Based Motion Deblurring


Apr 13, 2020
Zhe Jiang, Yu Zhang, Dongqing Zou, Jimmy Ren, Jiancheng Lv, Yebin Liu

* Accepted to CVPR 2020 

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Diverse, Controllable, and Keyphrase-Aware: A Corpus and Method for News Multi-Headline Generation


Apr 08, 2020
Dayiheng Liu, Yeyun Gong, Jie Fu, Wei Liu, Yu Yan, Bo Shao, Daxin Jiang, Jiancheng Lv, Nan Duan

* 11 pages, 3 figures 

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Generating Chinese Poetry from Images via Concrete and Abstract Information


Mar 24, 2020
Yusen Liu, Dayiheng Liu, Jiancheng Lv, Yongsheng Sang

* Accepted by the 2020 International Joint Conference on Neural Networks (IJCNN 2020) 

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Domain Embedded Multi-model Generative Adversarial Networks for Image-based Face Inpainting


Feb 05, 2020
Xian Zhang, Xin Wang, Bin Kong, Youbing Yin, Qi Song, Siwei Lyu, Jiancheng Lv, Canghong Shi, Xiaojie Li


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Deep Poetry: A Chinese Classical Poetry Generation System


Nov 19, 2019
Yusen Liu, Dayiheng Liu, Jiancheng Lv

* Association for the Advancement of Artificial Intelligence, Demonstrations Program. AAAI 2020 

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Deep Density-aware Count Regressor


Aug 09, 2019
Zhuojun Chen, Junhao Cheng, Yuchen Yuan, Dongping Liao, Yizhou Li, Jiancheng Lv


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Revision in Continuous Space: Fine-Grained Control of Text Style Transfer


Jun 02, 2019
Dayiheng Liu, Jie Fu, Yidan Zhang, Chris Pal, Jiancheng Lv

* Submitted to NeurIPS 2019 

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TIGS: An Inference Algorithm for Text Infilling with Gradient Search


May 26, 2019
Dayiheng Liu, Jie Fu, Pengfei Liu, Jiancheng Lv

* The 57th Annual Meeting of the Association for Computational Linguistics (ACL 2019) 

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mu-Forcing: Training Variational Recurrent Autoencoders for Text Generation


May 24, 2019
Dayiheng Liu, Xu Yang, Feng He, Yuanyuan Chen, Jiancheng Lv

* To appear in the ACM Transactions on Asian and Low-Resource Language Information Processing (TALLIP) 

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BFGAN: Backward and Forward Generative Adversarial Networks for Lexically Constrained Sentence Generation


Sep 07, 2018
Dayiheng Liu, Jie Fu, Qian Qu, Jiancheng Lv


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Learning Discriminative Representation with Signed Laplacian Restricted Boltzmann Machine


Aug 28, 2018
Dongdong Chen, Jiancheng Lv, Mike E. Davies

* To appear in iTWIST'18 

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