| Issue Date | Title | Author(s) |
| 2018 | Accelerating Graph-Based Dependency Parsing with Lock-Free Parallel Perceptron | Ma, Shuming; Sun, Xu; Zhang, Yi; Wei, Bingzhen |
| 2018 | Autoencoder as Assistant Supervisor: Improving Text Representation for Chinese Social Media Text Summarization | Ma, Shuming; Sun, Xu; Lin, Junyang; Wang, Houfeng |
| 2018 | Automatic Academic Paper Rating Based on Modularized Hierarchical Convolutional Neural Network | Yang, Pengcheng; Sun, Xu; Li, Wei; Ma, Shuming |
| 2018 | Bag-of-Words as Target for Neural Machine Translation | Ma, Shuming; Sun, Xu; Wang, Yizhong; Lin, Junyang |
| 2019 | A Deep Reinforced Sequence-to-Set Model for Multi-Label Classification | Yang, Pengcheng; Luo, Fuli; Ma, Shuming; Lin, Junyang; Sun, Xu |
| 2018 | Global Encoding for Abstractive Summarization | Lin, Junyang; Sun, Xu; Ma, Shuming; Su, Qi |
| 2019 | Hierarchical Encoder with Auxiliary Supervision for Neural Table-to-Text Generation: Learning Better Representation for Tables | Liu, Tianyu; Luo, Fuli; Xia, Qiaolin; Ma, Shuming; Chang, Baobao; Sui, Zhifang |
| 2018 | A hierarchical end-to-end model for jointly improving text summarization and sentiment classification | Ma, Shuming; Sun, Xu; Lin, Junyang; Ren, Xuancheng |
| 2019 | Key Fact as Pivot: A Two-Stage Model for Low Resource Table-to-Text Generation | Ma, Shuming; Yang, Pengcheng; Liu, Tianyu; Li, Peng; Zhou, Jie; Sun, Xu |
| 2019 | LiveBot: Generating Live Video Comments Based on Visual and Textual Contexts | Ma, Shuming; Cui, Lei; Dai, Damai; Wei, Furu; Sun, Xu |
| 2022 | STABLEMOE: Stable Routing Strategy for Mixture of Experts | Dai, Damai; Dong, Li; Ma, Shuming; Zheng, Bo; Sui, Zhifang; Chang, Baobao; Wei, Furu |
| 2019 | Towards easier and faster sequence labeling for natural language processing: A search-based probabilistic online learning framework (SAPO) | Sun, Xu; Ma, Shuming; Zhang, Yi; Ren, Xuancheng |
| 1-Feb-2020 | Training Simplification and Model Simplification for Deep Learning : A Minimal Effort Back Propagation Method | Sun, Xu; Ren, Xuancheng; Ma, Shuming; Wei, Bingzhen; Li, Wei; Xu, Jingjing; Wang, Houfeng; Zhang, Yi |
| 2018 | Training Simplification and Model Simplification for Deep Learning: A Minimal Effort Back Propagation Method | Sun, Xu; Ren, Xuancheng; Ma, Shuming; Wei, Bingzhen; Li, Wei; Xu, Jingjing; Wang, Houfeng; Zhang, Yi |
