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2020 – today
- 2020
[j2]Xu Sun
, Xuancheng Ren, Shuming Ma, Bingzhen Wei, Wei Li, Jingjing Xu, Houfeng Wang, Yi Zhang:
Training Simplification and Model Simplification for Deep Learning : A Minimal Effort Back Propagation Method. IEEE Trans. Knowl. Data Eng. 32(2): 374-387 (2020)- [c26]Jian Yang, Shuming Ma, Dongdong Zhang, Shuangzhi Wu, Zhoujun Li, Ming Zhou:
Alternating Language Modeling for Cross-Lingual Pre-Training. AAAI 2020: 9386-9393 - [c25]Shuming Ma, Dongdong Zhang, Ming Zhou:
A Simple and Effective Unified Encoder for Document-Level Machine Translation. ACL 2020: 3505-3511 - [c24]Jian Yang, Shuming Ma, Dongdong Zhang, Zhoujun Li, Ming Zhou:
Improving Neural Machine Translation with Soft Template Prediction. ACL 2020: 5979-5989 - [c23]Chaoqun Duan, Lei Cui, Shuming Ma, Furu Wei, Conghui Zhu, Tiejun Zhao:
Multimodal Matching Transformer for Live Commenting. ECAI 2020: 1998-2005 - [i29]Chaoqun Duan, Lei Cui, Shuming Ma, Furu Wei, Conghui Zhu, Tiejun Zhao:
Multimodal Matching Transformer for Live Commenting. CoRR abs/2002.02649 (2020) - [i28]Shuming Ma, Jian Yang, Haoyang Huang, Zewen Chi, Li Dong, Dongdong Zhang, Hany Hassan Awadalla, Alexandre Muzio, Akiko Eriguchi, Saksham Singhal, Xia Song, Arul Menezes, Furu Wei:
XLM-T: Scaling up Multilingual Machine Translation with Pretrained Cross-lingual Transformer Encoders. CoRR abs/2012.15547 (2020)
2010 – 2019
- 2019
- [j1]Xu Sun, Shuming Ma, Yi Zhang, Xuancheng Ren:
Towards easier and faster sequence labeling for natural language processing: A search-based probabilistic online learning framework (SAPO). Inf. Sci. 478: 303-317 (2019) - [c22]Tianyu Liu, Fuli Luo, Qiaolin Xia, Shuming Ma, Baobao Chang, Zhifang Sui:
Hierarchical Encoder with Auxiliary Supervision for Neural Table-to-Text Generation: Learning Better Representation for Tables. AAAI 2019: 6786-6793 - [c21]Shuming Ma, Lei Cui, Damai Dai, Furu Wei, Xu Sun:
LiveBot: Generating Live Video Comments Based on Visual and Textual Contexts. AAAI 2019: 6810-6817 - [c20]Shuming Ma, Pengcheng Yang, Tianyu Liu, Peng Li, Jie Zhou, Xu Sun:
Key Fact as Pivot: A Two-Stage Model for Low Resource Table-to-Text Generation. ACL (1) 2019: 2047-2057 - [c19]Pengcheng Yang, Fuli Luo, Shuming Ma, Junyang Lin, Xu Sun:
A Deep Reinforced Sequence-to-Set Model for Multi-Label Classification. ACL (1) 2019: 5252-5258 - [c18]Deli Chen, Shuming Ma, Pengcheng Yang, Qi Su:
Predicting Popular News Comments Based on Multi-Target Text Matching Model. NLPCC (1) 2019: 621-633 - [i27]Shuming Ma, Pengcheng Yang, Tianyu Liu, Peng Li, Jie Zhou, Xu Sun:
Key Fact as Pivot: A Two-Stage Model for Low Resource Table-to-Text Generation. CoRR abs/1908.03067 (2019) - [i26]Wei Li, Shuheng Li, Shuming Ma, Yancheng He, Deli Chen, Xu Sun:
Recursive Graphical Neural Networks for Text Classification. CoRR abs/1909.08166 (2019) - [i25]Deli Chen, Shuming Ma, Keiko Harimoto, Ruihan Bao, Qi Su, Xu Sun:
Group, Extract and Aggregate: Summarizing a Large Amount of Finance News for Forex Movement Prediction. CoRR abs/1910.05032 (2019) - 2018
- [c17]Junyang Lin, Xu Sun, Shuming Ma, Qi Su:
Global Encoding for Abstractive Summarization. ACL (2) 2018: 163-169 - [c16]Shuming Ma, Xu Sun, Yizhong Wang, Junyang Lin:
Bag-of-Words as Target for Neural Machine Translation. ACL (2) 2018: 332-338 - [c15]Pengcheng Yang, Xu Sun, Wei Li, Shuming Ma:
Automatic Academic Paper Rating Based on Modularized Hierarchical Convolutional Neural Network. ACL (2) 2018: 496-502 - [c14]Shuming Ma, Xu Sun, Junyang Lin, Houfeng Wang:
Autoencoder as Assistant Supervisor: Improving Text Representation for Chinese Social Media Text Summarization. ACL (2) 2018: 725-731 - [c13]Yi Zhang, Xu Sun, Shuming Ma, Yang Yang, Xuancheng Ren:
Does Higher Order LSTM Have Better Accuracy for Segmenting and Labeling Sequence Data? COLING 2018: 723-733 - [c12]Hao Wang, Xiaodong Zhang, Shuming Ma, Xu Sun, Houfeng Wang, Mengxiang Wang:
A Neural Question Answering Model Based on Semi-Structured Tables. COLING 2018: 1941-1951 - [c11]Junyang Lin, Xu Sun, Xuancheng Ren, Shuming Ma, Jinsong Su, Qi Su:
Deconvolution-Based Global Decoding for Neural Machine Translation. COLING 2018: 3260-3271 - [c10]Pengcheng Yang, Xu Sun, Wei Li, Shuming Ma, Wei Wu, Houfeng Wang:
SGM: Sequence Generation Model for Multi-label Classification. COLING 2018: 3915-3926 - [c9]Wei Wu, Houfeng Wang, Tianyu Liu, Shuming Ma:
Phrase-level Self-Attention Networks for Universal Sentence Encoding. EMNLP 2018: 3729-3738 - [c8]Junyang Lin, Qi Su, Pengcheng Yang, Shuming Ma, Xu Sun:
Semantic-Unit-Based Dilated Convolution for Multi-Label Text Classification. EMNLP 2018: 4554-4564 - [c7]Shuming Ma, Xu Sun, Junyang Lin, Xuancheng Ren:
A Hierarchical End-to-End Model for Jointly Improving Text Summarization and Sentiment Classification. IJCAI 2018: 4251-4257 - [c6]Shuming Ma, Xu Sun, Wei Li, Sujian Li, Wenjie Li, Xuancheng Ren:
Query and Output: Generating Words by Querying Distributed Word Representations for Paraphrase Generation. NAACL-HLT 2018: 196-206 - [c5]Shuming Ma, Xu Sun, Yi Zhang, Bingzhen Wei:
Accelerating Graph-Based Dependency Parsing with Lock-Free Parallel Perceptron. NLPCC (1) 2018: 260-268 - [i24]Junyang Lin, Shuming Ma, Qi Su, Xu Sun:
Decoding-History-Based Adaptive Control of Attention for Neural Machine Translation. CoRR abs/1802.01812 (2018) - [i23]Shuming Ma, Xu Sun, Wei Li, Sujian Li, Wenjie Li, Xuancheng Ren:
Query and Output: Generating Words by Querying Distributed Word Representations for Paraphrase Generation. CoRR abs/1803.01465 (2018) - [i22]Shuming Ma, Xu Sun, Junyang Lin, Xuancheng Ren:
A Hierarchical End-to-End Model for Jointly Improving Text Summarization and Sentiment Classification. CoRR abs/1805.01089 (2018) - [i21]Pengcheng Yang, Xu Sun, Wei Li, Shuming Ma:
Automatic Academic Paper Rating Based on Modularized Hierarchical Convolutional Neural Network. CoRR abs/1805.03977 (2018) - [i20]Junyang Lin, Xu Sun, Shuming Ma, Qi Su:
Global Encoding for Abstractive Summarization. CoRR abs/1805.03989 (2018) - [i19]Shuming Ma, Xu Sun, Junyang Lin, Houfeng Wang:
Autoencoder as Assistant Supervisor: Improving Text Representation for Chinese Social Media Text Summarization. CoRR abs/1805.04869 (2018) - [i18]Shuming Ma, Xu Sun, Yizhong Wang, Junyang Lin:
Bag-of-Words as Target for Neural Machine Translation. CoRR abs/1805.04871 (2018) - [i17]Junyang Lin, Xu Sun, Xuancheng Ren, Shuming Ma, Jinsong Su, Qi Su:
Deconvolution-Based Global Decoding for Neural Machine Translation. CoRR abs/1806.03692 (2018) - [i16]Pengcheng Yang, Xu Sun, Wei Li, Shuming Ma, Wei Wu, Houfeng Wang:
SGM: Sequence Generation Model for Multi-label Classification. CoRR abs/1806.04822 (2018) - [i15]Deli Chen, Shuming Ma, Pengcheng Yang, Xu Sun:
Identifying High-Quality Chinese News Comments Based on Multi-Target Text Matching Model. CoRR abs/1808.07191 (2018) - [i14]Junyang Lin, Qi Su, Pengcheng Yang, Shuming Ma, Xu Sun:
Semantic-Unit-Based Dilated Convolution for Multi-Label Text Classification. CoRR abs/1808.08561 (2018) - [i13]Pengcheng Yang, Shuming Ma, Yi Zhang, Junyang Lin, Qi Su, Xu Sun:
A Deep Reinforced Sequence-to-Set Model for Multi-Label Text Classification. CoRR abs/1809.03118 (2018) - [i12]Shuming Ma, Lei Cui, Damai Dai, Furu Wei, Xu Sun:
LiveBot: Generating Live Video Comments Based on Visual and Textual Contexts. CoRR abs/1809.04938 (2018) - [i11]Shuming Ma, Lei Cui, Furu Wei, Xu Sun:
Unsupervised Machine Commenting with Neural Variational Topic Model. CoRR abs/1809.04960 (2018) - 2017
- [c4]Shuming Ma, Xu Sun, Jingjing Xu, Houfeng Wang, Wenjie Li, Qi Su:
Improving Semantic Relevance for Sequence-to-Sequence Learning of Chinese Social Media Text Summarization. ACL (2) 2017: 635-640 - [c3]Xu Sun, Xuancheng Ren, Shuming Ma, Houfeng Wang:
meProp: Sparsified Back Propagation for Accelerated Deep Learning with Reduced Overfitting. ICML 2017: 3299-3308 - [c2]Jingjing Xu, Shuming Ma, Yi Zhang, Bingzhen Wei, Xiaoyan Cai, Xu Sun:
Transfer Deep Learning for Low-Resource Chinese Word Segmentation with a Novel Neural Network. NLPCC 2017: 721-730 - [i10]Xu Sun, Shuming Ma:
Lock-Free Parallel Perceptron for Graph-based Dependency Parsing. CoRR abs/1703.00782 (2017) - [i9]Shuming Ma, Xu Sun:
A Generic Online Parallel Learning Framework for Large Margin Models. CoRR abs/1703.00786 (2017) - [i8]Shuming Ma, Xu Sun, Jingjing Xu, Houfeng Wang, Wenjie Li, Qi Su:
Improving Semantic Relevance for Sequence-to-Sequence Learning of Chinese Social Media Text Summarization. CoRR abs/1706.02459 (2017) - [i7]Xu Sun, Xuancheng Ren, Shuming Ma, Houfeng Wang:
meProp: Sparsified Back Propagation for Accelerated Deep Learning with Reduced Overfitting. CoRR abs/1706.06197 (2017) - [i6]Shuming Ma, Xu Sun:
A Semantic Relevance Based Neural Network for Text Summarization and Text Simplification. CoRR abs/1710.02318 (2017) - [i5]Xu Sun, Bingzhen Wei, Xuancheng Ren, Shuming Ma:
Label Embedding Network: Learning Label Representation for Soft Training of Deep Networks. CoRR abs/1710.10393 (2017) - [i4]Sen Na, Mingyuan Ma, Shuming Ma, Guangju Peng:
Stochastic Strictly Contractive Peaceman-Rachford Splitting Method. CoRR abs/1711.04955 (2017) - [i3]Xu Sun, Xuancheng Ren, Shuming Ma, Bingzhen Wei, Wei Li, Houfeng Wang:
Training Simplification and Model Simplification for Deep Learning: A Minimal Effort Back Propagation Method. CoRR abs/1711.06528 (2017) - [i2]Xu Sun, Weiwei Sun, Shuming Ma, Xuancheng Ren, Yi Zhang, Wenjie Li, Houfeng Wang:
Complex Structure Leads to Overfitting: A Structure Regularization Decoding Method for Natural Language Processing. CoRR abs/1711.10331 (2017) - 2016
- [i1]Shuming Ma, Xu Sun:
A New Recurrent Neural CRF for Learning Non-linear Edge Features. CoRR abs/1611.04233 (2016) - 2010
- [c1]Shuming Ma, Yang Ke:
The Application of Leader-Member Exchange Theory on Improving Team Performance. ICEE 2010: 1030-1032
Coauthor Index
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