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2020 – today
- 2024
[j5]Yunkai Fan, Shuming Ma:
Integrating fuzzy analytic hierarchy process into ecosystem service-based spatial planning: A case study of the Shenyang metropolitan area, China. Ecol. Informatics 81: 102625 (2024)- [j4]Hongyu Wang
, Shuming Ma, Li Dong, Shaohan Huang, Dongdong Zhang, Furu Wei:
DeepNet: Scaling Transformers to 1,000 Layers. IEEE Trans. Pattern Anal. Mach. Intell. 46(10): 6761-6774 (2024) - [c57]Zhiliang Peng, Wenhui Wang, Li Dong, Yaru Hao, Shaohan Huang, Shuming Ma, Qixiang Ye, Furu Wei:
Grounding Multimodal Large Language Models to the World. ICLR 2024 - [i73]Shuming Ma, Hongyu Wang, Lingxiao Ma, Lei Wang, Wenhui Wang, Shaohan Huang, Li Dong, Ruiping Wang, Jilong Xue, Furu Wei:
The Era of 1-bit LLMs: All Large Language Models are in 1.58 Bits. CoRR abs/2402.17764 (2024) - [i72]Yutao Sun, Li Dong, Yi Zhu, Shaohan Huang, Wenhui Wang, Shuming Ma, Quanlu Zhang, Jianyong Wang, Furu Wei:
You Only Cache Once: Decoder-Decoder Architectures for Language Models. CoRR abs/2405.05254 (2024) - [i71]Hongyu Wang, Shuming Ma, Ruiping Wang, Furu Wei:
Q-Sparse: All Large Language Models can be Fully Sparsely-Activated. CoRR abs/2407.10969 (2024) - [i70]Jinheng Wang, Hansong Zhou, Ting Song, Shaoguang Mao, Shuming Ma, Hongyu Wang, Yan Xia, Furu Wei:
1-bit AI Infra: Part 1.1, Fast and Lossless BitNet b1.58 Inference on CPUs. CoRR abs/2410.16144 (2024) - 2023
- [j3]Jian Yang, Yuwei Yin, Liqun Yang, Shuming Ma, Haoyang Huang, Dongdong Zhang, Furu Wei, Zhoujun Li:
GTrans: Grouping and Fusing Transformer Layers for Neural Machine Translation. IEEE ACM Trans. Audio Speech Lang. Process. 31: 1489-1498 (2023) - [c56]Damai Dai, Yutao Sun, Li Dong, Yaru Hao, Shuming Ma, Zhifang Sui, Furu Wei:
Why Can GPT Learn In-Context? Language Models Secretly Perform Gradient Descent as Meta-Optimizers. ACL (Findings) 2023: 4005-4019 - [c55]Yuchen Eleanor Jiang, Tianyu Liu, Shuming Ma, Dongdong Zhang, Mrinmaya Sachan, Ryan Cotterell:
Discourse-Centric Evaluation of Document-level Machine Translation with a New Densely Annotated Parallel Corpus of Novels. ACL (1) 2023: 7853-7872 - [c54]Jian Yang, Shuming Ma, Li Dong, Shaohan Huang, Haoyang Huang, Yuwei Yin, Dongdong Zhang, Liqun Yang, Furu Wei, Zhoujun Li:
GanLM: Encoder-Decoder Pre-training with an Auxiliary Discriminator. ACL (1) 2023: 9394-9412 - [c53]Liang Chen, Shuming Ma, Dongdong Zhang, Furu Wei, Baobao Chang:
On the Off-Target Problem of Zero-Shot Multilingual Neural Machine Translation. ACL (Findings) 2023: 9542-9558 - [c52]Yutao Sun, Li Dong, Barun Patra, Shuming Ma, Shaohan Huang, Alon Benhaim, Vishrav Chaudhary, Xia Song, Furu Wei:
A Length-Extrapolatable Transformer. ACL (1) 2023: 14590-14604 - [c51]Jian Yang, Yuwei Yin, Shuming Ma, Liqun Yang, Hongcheng Guo, Haoyang Huang, Dongdong Zhang, Yutao Zeng, Zhoujun Li, Furu Wei:
HanoiT: Enhancing Context-aware Translation via Selective Context. DASFAA (3) 2023: 471-486 - [c50]Hongyuan Lu, Haoyang Huang, Shuming Ma, Dongdong Zhang, Wai Lam, Zhaochuan Gao, Anthony Aue, Arul Menezes, Furu Wei:
TRIP: Accelerating Document-level Multilingual Pre-training via Triangular Document-level Pre-training on Parallel Data Triplets. EMNLP (Findings) 2023: 7845-7858 - [c49]Haiteng Zhao, Shuming Ma, Dongdong Zhang, Zhi-Hong Deng, Furu Wei:
Are More Layers Beneficial to Graph Transformers? ICLR 2023 - [c48]Hongyu Wang, Shuming Ma, Shaohan Huang, Li Dong, Wenhui Wang, Zhiliang Peng, Yu Wu, Payal Bajaj, Saksham Singhal, Alon Benhaim, Barun Patra, Zhun Liu, Vishrav Chaudhary, Xia Song, Furu Wei:
Magneto: A Foundation Transformer. ICML 2023: 36077-36092 - [c47]Liang Chen, Shuming Ma, Dongdong Zhang, Furu Wei, Baobao Chang:
On the Pareto Front of Multilingual Neural Machine Translation. NeurIPS 2023 - [c46]Shaohan Huang, Li Dong, Wenhui Wang, Yaru Hao, Saksham Singhal, Shuming Ma, Tengchao Lv, Lei Cui, Owais Khan Mohammed, Barun Patra, Qiang Liu, Kriti Aggarwal, Zewen Chi, Nils Johan Bertil Bjorck, Vishrav Chaudhary, Subhojit Som, Xia Song, Furu Wei:
Language Is Not All You Need: Aligning Perception with Language Models. NeurIPS 2023 - [i69]Jian Yang, Yuwei Yin, Shuming Ma, Liqun Yang, Hongcheng Guo, Haoyang Huang, Dongdong Zhang, Yutao Zeng, Zhoujun Li, Furu Wei:
HanoiT: Enhancing Context-aware Translation via Selective Context. CoRR abs/2301.06825 (2023) - [i68]Shaohan Huang, Li Dong, Wenhui Wang, Yaru Hao, Saksham Singhal, Shuming Ma, Tengchao Lv, Lei Cui, Owais Khan Mohammed, Barun Patra, Qiang Liu, Kriti Aggarwal, Zewen Chi, Johan Bjorck, Vishrav Chaudhary, Subhojit Som, Xia Song, Furu Wei:
Language Is Not All You Need: Aligning Perception with Language Models. CoRR abs/2302.14045 (2023) - [i67]Haiteng Zhao, Shuming Ma, Dongdong Zhang, Zhi-Hong Deng, Furu Wei:
Are More Layers Beneficial to Graph Transformers? CoRR abs/2303.00579 (2023) - [i66]Liang Chen, Shuming Ma, Dongdong Zhang, Furu Wei, Baobao Chang:
On the Pareto Front of Multilingual Neural Machine Translation. CoRR abs/2304.03216 (2023) - [i65]Liang Chen, Shuming Ma, Dongdong Zhang, Furu Wei, Baobao Chang:
On the Off-Target Problem of Zero-Shot Multilingual Neural Machine Translation. CoRR abs/2305.10930 (2023) - [i64]Yuchen Eleanor Jiang, Tianyu Liu, Shuming Ma, Dongdong Zhang, Mrinmaya Sachan, Ryan Cotterell:
Discourse Centric Evaluation of Machine Translation with a Densely Annotated Parallel Corpus. CoRR abs/2305.11142 (2023) - [i63]Zhiliang Peng, Wenhui Wang, Li Dong, Yaru Hao, Shaohan Huang, Shuming Ma, Furu Wei:
Kosmos-2: Grounding Multimodal Large Language Models to the World. CoRR abs/2306.14824 (2023) - [i62]Jiayu Ding, Shuming Ma, Li Dong, Xingxing Zhang, Shaohan Huang, Wenhui Wang, Nanning Zheng, Furu Wei:
LongNet: Scaling Transformers to 1, 000, 000, 000 Tokens. CoRR abs/2307.02486 (2023) - [i61]Yutao Sun, Li Dong, Shaohan Huang, Shuming Ma, Yuqing Xia, Jilong Xue, Jianyong Wang, Furu Wei:
Retentive Network: A Successor to Transformer for Large Language Models. CoRR abs/2307.08621 (2023) - [i60]Tengchao Lv, Yupan Huang, Jingye Chen, Lei Cui, Shuming Ma, Yaoyao Chang, Shaohan Huang, Wenhui Wang, Li Dong, Weiyao Luo, Shaoxiang Wu, Guoxin Wang, Cha Zhang, Furu Wei:
Kosmos-2.5: A Multimodal Literate Model. CoRR abs/2309.11419 (2023) - [i59]Hongyu Wang, Shuming Ma, Li Dong, Shaohan Huang, Huaijie Wang, Lingxiao Ma, Fan Yang, Ruiping Wang, Yi Wu, Furu Wei:
BitNet: Scaling 1-bit Transformers for Large Language Models. CoRR abs/2310.11453 (2023) - [i58]Jinghan Yang, Shuming Ma, Furu Wei:
Auto-ICL: In-Context Learning without Human Supervision. CoRR abs/2311.09263 (2023) - [i57]Wenhui Wang, Shuming Ma, Hanwen Xu, Naoto Usuyama, Jiayu Ding, Hoifung Poon, Furu Wei:
When an Image is Worth 1, 024 x 1, 024 Words: A Case Study in Computational Pathology. CoRR abs/2312.03558 (2023) - 2022
- [c45]Guanhua Chen, Shuming Ma, Yun Chen, Dongdong Zhang, Jia Pan, Wenping Wang, Furu Wei:
Towards Making the Most of Cross-Lingual Transfer for Zero-Shot Neural Machine Translation. ACL (1) 2022: 142-157 - [c44]Zewen Chi, Shaohan Huang, Li Dong, Shuming Ma, Bo Zheng, Saksham Singhal, Payal Bajaj, Xia Song, Xian-Ling Mao, Heyan Huang, Furu Wei:
XLM-E: Cross-lingual Language Model Pre-training via ELECTRA. ACL (1) 2022: 6170-6182 - [c43]Damai Dai, Li Dong, Shuming Ma, Bo Zheng, Zhifang Sui, Baobao Chang, Furu Wei:
StableMoE: Stable Routing Strategy for Mixture of Experts. ACL (1) 2022: 7085-7095 - [c42]Juncheng Wan, Jian Yang, Shuming Ma, Dongdong Zhang, Weinan Zhang, Yong Yu, Zhoujun Li:
PAEG: Phrase-level Adversarial Example Generation for Neural Machine Translation. COLING 2022: 5085-5097 - [c41]Jian Yang, Shaohan Huang, Shuming Ma, Yuwei Yin, Li Dong, Dongdong Zhang, Hongcheng Guo, Zhoujun Li, Furu Wei:
CROP: Zero-shot Cross-lingual Named Entity Recognition with Multilingual Labeled Sequence Translation. EMNLP (Findings) 2022: 486-496 - [c40]Lianzhe Huang, Shuming Ma, Dongdong Zhang, Furu Wei, Houfeng Wang:
Zero-shot Cross-lingual Transfer of Prompt-based Tuning with a Unified Multilingual Prompt. EMNLP 2022: 11488-11497 - [c39]Xin Sun, Tao Ge, Shuming Ma, Jingjing Li, Furu Wei, Houfeng Wang:
A Unified Strategy for Multilingual Grammatical Error Correction with Pre-trained Cross-Lingual Language Model. IJCAI 2022: 4367-4374 - [c38]Jian Yang, Yuwei Yin, Shuming Ma, Dongdong Zhang, Shuangzhi Wu, Hongcheng Guo, Zhoujun Li, Furu Wei:
UM4: Unified Multilingual Multiple Teacher-Student Model for Zero-Resource Neural Machine Translation. IJCAI 2022: 4454-4460 - [c37]Jian Yang, Yuwei Yin, Shuming Ma, Dongdong Zhang, Zhoujun Li, Furu Wei:
High-resource Language-specific Training for Multilingual Neural Machine Translation. IJCAI 2022: 4461-4467 - [c36]Yuchen Jiang, Tianyu Liu, Shuming Ma, Dongdong Zhang, Jian Yang, Haoyang Huang, Rico Sennrich, Ryan Cotterell, Mrinmaya Sachan, Ming Zhou:
BlonDe: An Automatic Evaluation Metric for Document-level Machine Translation. NAACL-HLT 2022: 1550-1565 - [c35]Zewen Chi, Li Dong, Shaohan Huang, Damai Dai, Shuming Ma, Barun Patra, Saksham Singhal, Payal Bajaj, Xia Song, Xian-Ling Mao, Heyan Huang, Furu Wei:
On the Representation Collapse of Sparse Mixture of Experts. NeurIPS 2022 - [i56]Xu Zhang, Jian Yang, Haoyang Huang, Shuming Ma, Dongdong Zhang, Jinlong Li, Furu Wei:
SMDT: Selective Memory-Augmented Neural Document Translation. CoRR abs/2201.01631 (2022) - [i55]Juncheng Wan, Jian Yang, Shuming Ma, Dongdong Zhang, Weinan Zhang, Yong Yu, Furu Wei:
Phrase-level Adversarial Example Generation for Neural Machine Translation. CoRR abs/2201.02009 (2022) - [i54]Xin Sun, Tao Ge, Shuming Ma, Jingjing Li, Furu Wei, Houfeng Wang:
A Unified Strategy for Multilingual Grammatical Error Correction with Pre-trained Cross-Lingual Language Model. CoRR abs/2201.10707 (2022) - [i53]Lianzhe Huang, Shuming Ma, Dongdong Zhang, Furu Wei, Houfeng Wang:
Zero-shot Cross-lingual Transfer of Prompt-based Tuning with a Unified Multilingual Prompt. CoRR abs/2202.11451 (2022) - [i52]Hongyu Wang, Shuming Ma, Li Dong, Shaohan Huang, Dongdong Zhang, Furu Wei:
DeepNet: Scaling Transformers to 1, 000 Layers. CoRR abs/2203.00555 (2022) - [i51]Damai Dai, Li Dong, Shuming Ma, Bo Zheng, Zhifang Sui, Baobao Chang, Furu Wei:
StableMoE: Stable Routing Strategy for Mixture of Experts. CoRR abs/2204.08396 (2022) - [i50]Zewen Chi, Li Dong, Shaohan Huang, Damai Dai, Shuming Ma, Barun Patra, Saksham Singhal, Payal Bajaj, Xia Song, Furu Wei:
On the Representation Collapse of Sparse Mixture of Experts. CoRR abs/2204.09179 (2022) - [i49]Yaru Hao, Haoyu Song, Li Dong, Shaohan Huang, Zewen Chi, Wenhui Wang, Shuming Ma, Furu Wei:
Language Models are General-Purpose Interfaces. CoRR abs/2206.06336 (2022) - [i48]Jian Yang, Yuwei Yin, Shuming Ma, Dongdong Zhang, Shuangzhi Wu, Hongcheng Guo, Zhoujun Li, Furu Wei:
UM4: Unified Multilingual Multiple Teacher-Student Model for Zero-Resource Neural Machine Translation. CoRR abs/2207.04900 (2022) - [i47]Jian Yang, Yuwei Yin, Shuming Ma, Dongdong Zhang, Zhoujun Li, Furu Wei:
HLT-MT: High-resource Language-specific Training for Multilingual Neural Machine Translation. CoRR abs/2207.04906 (2022) - [i46]Jian Yang, Yuwei Yin, Shuming Ma, Haoyang Huang, Dongdong Zhang, Furu Wei, Zhoujun Li:
GTrans: Grouping and Fusing Transformer Layers for Neural Machine Translation. CoRR abs/2207.14467 (2022) - [i45]Hongyuan Lu, Haoyang Huang, Shuming Ma, Dongdong Zhang, Furu Wei, Wai Lam:
Towards Multilingual Transitivity and Bidirectional Multilingual Agreement for Multilingual Document-level Machine Translation. CoRR abs/2209.13940 (2022) - [i44]Hongyu Wang, Shuming Ma, Shaohan Huang, Li Dong, Wenhui Wang, Zhiliang Peng, Yu Wu, Payal Bajaj, Saksham Singhal, Alon Benhaim, Barun Patra, Zhun Liu, Vishrav Chaudhary, Xia Song, Furu Wei:
Foundation Transformers. CoRR abs/2210.06423 (2022) - [i43]Jian Yang, Shaohan Huang, Shuming Ma, Yuwei Yin, Li Dong, Dongdong Zhang, Hongcheng Guo, Zhoujun Li, Furu Wei:
CROP: Zero-shot Cross-lingual Named Entity Recognition with Multilingual Labeled Sequence Translation. CoRR abs/2210.07022 (2022) - [i42]Yuchen Eleanor Jiang, Tianyu Liu, Shuming Ma, Dongdong Zhang, Mrinmaya Sachan, Ryan Cotterell:
A Bilingual Parallel Corpus with Discourse Annotations. CoRR abs/2210.14667 (2022) - [i41]Shuming Ma, Hongyu Wang, Shaohan Huang, Wenhui Wang, Zewen Chi, Li Dong, Alon Benhaim, Barun Patra, Vishrav Chaudhary, Xia Song, Furu Wei:
TorchScale: Transformers at Scale. CoRR abs/2211.13184 (2022) - [i40]Hongyuan Lu, Haoyang Huang, Shuming Ma, Dongdong Zhang, Wai Lam, Furu Wei:
TRIP: Triangular Document-level Pre-training for Multilingual Language Models. CoRR abs/2212.07752 (2022) - [i39]Jian Yang, Shuming Ma, Li Dong, Shaohan Huang, Haoyang Huang, Yuwei Yin, Dongdong Zhang, Liqun Yang, Zhoujun Li, Furu Wei:
GanLM: Encoder-Decoder Pre-training with an Auxiliary Discriminator. CoRR abs/2212.10218 (2022) - [i38]Yutao Sun, Li Dong, Barun Patra, Shuming Ma, Shaohan Huang, Alon Benhaim, Vishrav Chaudhary, Xia Song, Furu Wei:
A Length-Extrapolatable Transformer. CoRR abs/2212.10554 (2022) - 2021
- [c34]Jian Yang, Yuwei Yin, Shuming Ma, Haoyang Huang, Dongdong Zhang, Zhoujun Li, Furu Wei:
Multilingual Agreement for Multilingual Neural Machine Translation. ACL/IJCNLP (2) 2021: 233-239 - [c33]Weijia Xu, Shuming Ma, Dongdong Zhang, Marine Carpuat:
How Does Distilled Data Complexity Impact the Quality and Confidence of Non-Autoregressive Machine Translation? ACL/IJCNLP (Findings) 2021: 4392-4400 - [c32]Guanhua Chen, Shuming Ma, Yun Chen, Li Dong, Dongdong Zhang, Jia Pan, Wenping Wang, Furu Wei:
Zero-Shot Cross-Lingual Transfer of Neural Machine Translation with Multilingual Pretrained Encoders. EMNLP (1) 2021: 15-26 - [c31]Zewen Chi, Li Dong, Shuming Ma, Shaohan Huang, Saksham Singhal, Xian-Ling Mao, Heyan Huang, Xia Song, Furu Wei:
mT6: Multilingual Pretrained Text-to-Text Transformer with Translation Pairs. EMNLP (1) 2021: 1671-1683 - [c30]Weijia Xu, Yuwei Yin, Shuming Ma, Dongdong Zhang, Haoyang Huang:
Improving Multilingual Neural Machine Translation with Auxiliary Source Languages. EMNLP (Findings) 2021: 3029-3041 - [c29]Jian Yang, Shuming Ma, Dongdong Zhang, Juncheng Wan, Zhoujun Li, Ming Zhou:
Smart-Start Decoding for Neural Machine Translation. NAACL-HLT 2021: 3982-3988 - [c28]Jian Yang, Juncheng Wan, Shuming Ma, Haoyang Huang, Dongdong Zhang, Yong Yu, Zhoujun Li, Furu Wei:
Learning to Select Relevant Knowledge for Neural Machine Translation. NLPCC (1) 2021: 79-91 - [c27]Jian Yang, Shuming Ma, Haoyang Huang, Dongdong Zhang, Li Dong, Shaohan Huang, Alexandre Muzio, Saksham Singhal, Hany Hassan, Xia Song, Furu Wei:
Multilingual Machine Translation Systems from Microsoft for WMT21 Shared Task. WMT@EMNLP 2021: 446-455 - [i37]Yuchen Jiang, Shuming Ma, Dongdong Zhang, Jian Yang, Haoyang Huang, Ming Zhou:
BlonD: An Automatic Evaluation Metric for Document-level MachineTranslation. CoRR abs/2103.11878 (2021) - [i36]Zewen Chi, Li Dong, Shuming Ma, Shaohan Huang, Xian-Ling Mao, Heyan Huang, Furu Wei:
mT6: Multilingual Pretrained Text-to-Text Transformer with Translation Pairs. CoRR abs/2104.08692 (2021) - [i35]Guanhua Chen, Shuming Ma, Yun Chen, Li Dong, Dongdong Zhang, Jia Pan, Wenping Wang, Furu Wei:
Zero-shot Cross-lingual Transfer of Neural Machine Translation with Multilingual Pretrained Encoders. CoRR abs/2104.08757 (2021) - [i34]Weijia Xu, Shuming Ma, Dongdong Zhang, Marine Carpuat:
How Does Distilled Data Complexity Impact the Quality and Confidence of Non-Autoregressive Machine Translation? CoRR abs/2105.12900 (2021) - [i33]Shuming Ma, Li Dong, Shaohan Huang, Dongdong Zhang, Alexandre Muzio, Saksham Singhal, Hany Hassan Awadalla, Xia Song, Furu Wei:
DeltaLM: Encoder-Decoder Pre-training for Language Generation and Translation by Augmenting Pretrained Multilingual Encoders. CoRR abs/2106.13736 (2021) - [i32]Zewen Chi, Shaohan Huang, Li Dong, Shuming Ma, Saksham Singhal, Payal Bajaj, Xia Song, Furu Wei:
XLM-E: Cross-lingual Language Model Pre-training via ELECTRA. CoRR abs/2106.16138 (2021) - [i31]Guanhua Chen, Shuming Ma, Yun Chen, Dongdong Zhang, Jia Pan, Wenping Wang, Furu Wei:
Towards Making the Most of Multilingual Pretraining for Zero-Shot Neural Machine Translation. CoRR abs/2110.08547 (2021) - [i30]Jian Yang, Shuming Ma, Haoyang Huang, Dongdong Zhang, Li Dong, Shaohan Huang, Alexandre Muzio, Saksham Singhal, Hany Hassan Awadalla, Xia Song, Furu Wei:
Multilingual Machine Translation Systems from Microsoft for WMT21 Shared Task. CoRR abs/2111.02086 (2021) - 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
[j4] [c57] [i73] [i72] [i71] [i70] [j3] [c56] [c54] [c53] [c52] [c51] [c50] [c49] [c48] [c47] [c46] [i69] [i68] [i67] [i66] [i65] [i63] [i62] [i61] [i60] [i59] [i58] [i57] [c45] [c44] [c43] [c41] [c40] [c39] [c38] [c37] [c35] [i56] [i55] [i54] [i53] [i52] [i51] [i50] [i49] [i48] [i47] [i46] [i45] [i44] [i43] [i41] [i40] [i39] [i38] [c34] [c32] [c31] [c28] [c27] [i36] [i35] [i33] [i32] [i31] [i30] [c23] [i29] [i28] [c21] [i12] [i11]
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