Shuming Ma - RankMe

149 papers A* 21A 2B 5Journal 88Unranked 33

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	BitNet b1.58 2B4T Technical Report. CoRR Shuming Ma, Hongyu Wang, Shaohan Huang, Xingxing Zhang, Ying Hu, Ting Song, Yan Xia, Furu Wei
2025	J	`jnl`	BitNet v2: Native 4-bit Activations with Hadamard Transformation for 1-bit LLMs. CoRR Hongyu Wang, Shuming Ma, Furu Wei
2025	J	`jnl`	BitNet: 1-bit Pre-training for Large Language Models. J. Mach. Learn. Res. Hongyu Wang, Shuming Ma, Lingxiao Ma, Lei Wang, Wenhui Wang, Li Dong, Shaohan Huang, Huaijie Wang, Jilong Xue, Ruiping Wang, Yi Wu, Furu Wei
2025	—	`conf`	Bitnet.cpp: Efficient Edge Inference for Ternary LLMs. ACL (1) Jinheng Wang, Hansong Zhou, Ting Song, Shijie Cao, Yan Xia, Ting Cao, Jianyu Wei, Shuming Ma, Hongyu Wang, Furu Wei
2025	J	`jnl`	Bitnet.cpp: Efficient Edge Inference for Ternary LLMs. CoRR Jinheng Wang, Hansong Zhou, Ting Song, Shijie Cao, Yan Xia, Ting Cao, Jianyu Wei, Shuming Ma, Hongyu Wang, Furu Wei
2025	J	`jnl`	LongReasonArena: A Long Reasoning Benchmark for Large Language Models. CoRR Jiayu Ding, Shuming Ma, Lei Cui, Nan-Ning Zheng, Furu Wei
2025	J	`jnl`	Next Block Prediction: Video Generation via Semi-Autoregressive Modeling. CoRR Shuhuai Ren, Shuming Ma, Xu Sun, Furu Wei
2025	J	`jnl`	Towards Thinking-Optimal Scaling of Test-Time Compute for LLM Reasoning. CoRR Wenkai Yang, Shuming Ma, Yankai Lin, Furu Wei
2024	J	`jnl`	1-bit AI Infra: Part 1.1, Fast and Lossless BitNet b1.58 Inference on CPUs. CoRR Jinheng Wang, Hansong Zhou, Ting Song, Shaoguang Mao, Shuming Ma, Hongyu Wang, Yan Xia, Furu Wei
2024	J	`jnl`	BitNet a4.8: 4-bit Activations for 1-bit LLMs. CoRR Hongyu Wang, Shuming Ma, Furu Wei
2024	J	`jnl`	DeepNet: Scaling Transformers to 1,000 Layers. IEEE Trans. Pattern Anal. Mach. Intell. Hongyu Wang, Shuming Ma, Li Dong, Shaohan Huang, Dongdong Zhang, Furu Wei
2024	A*	`conf`	Grounding Multimodal Large Language Models to the World. ICLR Zhiliang Peng, Wenhui Wang, Li Dong, Yaru Hao, Shaohan Huang, Shuming Ma, Qixiang Ye, Furu Wei
2024	J	`jnl`	Integrating fuzzy analytic hierarchy process into ecosystem service-based spatial planning: A case study of the Shenyang metropolitan area, China. Ecol. Informatics Yunkai Fan, Shuming Ma
2024	A	`conf`	KOSMOS-E : Learning to Follow Instruction for Robotic Grasping. IROS Zhi Wang, Xun Wu, Shaohan Huang, Li Dong, Wenhui Wang, Shuming Ma, Furu Wei
2024	J	`jnl`	MH-MoE: Multi-Head Mixture-of-Experts. CoRR Shaohan Huang, Xun Wu, Shuming Ma, Furu Wei
2024	A*	`conf`	Multi-Head Mixture-of-Experts. NeurIPS Xun Wu, Shaohan Huang, Wenhui Wang, Shuming Ma, Li Dong, Furu Wei
2024	J	`jnl`	Q-Sparse: All Large Language Models can be Fully Sparsely-Activated. CoRR Hongyu Wang, Shuming Ma, Ruiping Wang, Furu Wei
2024	J	`jnl`	RedStone: Curating General, Code, Math, and QA Data for Large Language Models. CoRR Yaoyao Chang, Lei Cui, Li Dong, Shaohan Huang, Yangyu Huang, Yupan Huang, Scarlett Li, Tengchao Lv, Shuming Ma, Qinzheng Sun, Wenhui Wang, Furu Wei, Ying Xin, Mao Yang, Qiufeng Yin, Xingxing Zhang
2024	J	`jnl`	The Era of 1-bit LLMs: All Large Language Models are in 1.58 Bits. CoRR Shuming Ma, Hongyu Wang, Lingxiao Ma, Lei Wang, Wenhui Wang, Shaohan Huang, Li Dong, Ruiping Wang, Jilong Xue, Furu Wei
2024	A*	`conf`	You Only Cache Once: Decoder-Decoder Architectures for Language Models. NeurIPS Yutao Sun, Li Dong, Yi Zhu, Shaohan Huang, Wenhui Wang, Shuming Ma, Quanlu Zhang, Jianyong Wang, Furu Wei
2024	J	`jnl`	You Only Cache Once: Decoder-Decoder Architectures for Language Models. CoRR Yutao Sun, Li Dong, Yi Zhu, Shaohan Huang, Wenhui Wang, Shuming Ma, Quanlu Zhang, Jianyong Wang, Furu Wei
2023	—	`conf`	A Length-Extrapolatable Transformer. ACL (1) Yutao Sun, Li Dong, Barun Patra, Shuming Ma, Shaohan Huang, Alon Benhaim, Vishrav Chaudhary, Xia Song, Furu Wei
2023	A*	`conf`	Are More Layers Beneficial to Graph Transformers? ICLR Haiteng Zhao, Shuming Ma, Dongdong Zhang, Zhi-Hong Deng, Furu Wei
2023	J	`jnl`	Are More Layers Beneficial to Graph Transformers? CoRR Haiteng Zhao, Shuming Ma, Dongdong Zhang, Zhi-Hong Deng, Furu Wei
2023	J	`jnl`	Auto-ICL: In-Context Learning without Human Supervision. CoRR Jinghan Yang, Shuming Ma, Furu Wei
2023	J	`jnl`	BitNet: Scaling 1-bit Transformers for Large Language Models. CoRR Hongyu Wang, Shuming Ma, Li Dong, Shaohan Huang, Huaijie Wang, Lingxiao Ma, Fan Yang, Ruiping Wang, Yi Wu, Furu Wei
2023	J	`jnl`	Discourse Centric Evaluation of Machine Translation with a Densely Annotated Parallel Corpus. CoRR Yuchen Eleanor Jiang, Tianyu Liu, Shuming Ma, Dongdong Zhang, Mrinmaya Sachan, Ryan Cotterell
2023	—	`conf`	Discourse-Centric Evaluation of Document-level Machine Translation with a New Densely Annotated Parallel Corpus of Novels. ACL (1) Yuchen Eleanor Jiang, Tianyu Liu, Shuming Ma, Dongdong Zhang, Mrinmaya Sachan, Ryan Cotterell
2023	J	`jnl`	GTrans: Grouping and Fusing Transformer Layers for Neural Machine Translation. IEEE ACM Trans. Audio Speech Lang. Process. Jian Yang, Yuwei Yin, Liqun Yang, Shuming Ma, Haoyang Huang, Dongdong Zhang, Furu Wei, Zhoujun Li
2023	—	`conf`	GanLM: Encoder-Decoder Pre-training with an Auxiliary Discriminator. ACL (1) Jian Yang, Shuming Ma, Li Dong, Shaohan Huang, Haoyang Huang, Yuwei Yin, Dongdong Zhang, Liqun Yang, Furu Wei, Zhoujun Li
2023	—	`conf`	HanoiT: Enhancing Context-aware Translation via Selective Context. DASFAA (3) Jian Yang, Yuwei Yin, Shuming Ma, Liqun Yang, Hongcheng Guo, Haoyang Huang, Dongdong Zhang, Yutao Zeng, Zhoujun Li, Furu Wei
2023	J	`jnl`	HanoiT: Enhancing Context-aware Translation via Selective Context. CoRR Jian Yang, Yuwei Yin, Shuming Ma, Liqun Yang, Hongcheng Guo, Haoyang Huang, Dongdong Zhang, Yutao Zeng, Zhoujun Li, Furu Wei
2023	J	`jnl`	Kosmos-2.5: A Multimodal Literate Model. CoRR 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
2023	J	`jnl`	Kosmos-2: Grounding Multimodal Large Language Models to the World. CoRR Zhiliang Peng, Wenhui Wang, Li Dong, Yaru Hao, Shaohan Huang, Shuming Ma, Furu Wei
2023	A*	`conf`	Language Is Not All You Need: Aligning Perception with Language Models. NeurIPS 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
2023	J	`jnl`	Language Is Not All You Need: Aligning Perception with Language Models. CoRR 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
2023	J	`jnl`	LongNet: Scaling Transformers to 1, 000, 000, 000 Tokens. CoRR Jiayu Ding, Shuming Ma, Li Dong, Xingxing Zhang, Shaohan Huang, Wenhui Wang, Nanning Zheng, Furu Wei
2023	A*	`conf`	Magneto: A Foundation Transformer. ICML 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
2023	—	`conf`	On the Off-Target Problem of Zero-Shot Multilingual Neural Machine Translation. ACL (Findings) Liang Chen, Shuming Ma, Dongdong Zhang, Furu Wei, Baobao Chang
2023	J	`jnl`	On the Off-Target Problem of Zero-Shot Multilingual Neural Machine Translation. CoRR Liang Chen, Shuming Ma, Dongdong Zhang, Furu Wei, Baobao Chang
2023	A*	`conf`	On the Pareto Front of Multilingual Neural Machine Translation. NeurIPS Liang Chen, Shuming Ma, Dongdong Zhang, Furu Wei, Baobao Chang
2023	J	`jnl`	On the Pareto Front of Multilingual Neural Machine Translation. CoRR Liang Chen, Shuming Ma, Dongdong Zhang, Furu Wei, Baobao Chang
2023	J	`jnl`	Retentive Network: A Successor to Transformer for Large Language Models. CoRR Yutao Sun, Li Dong, Shaohan Huang, Shuming Ma, Yuqing Xia, Jilong Xue, Jianyong Wang, Furu Wei
2023	—	`conf`	TRIP: Accelerating Document-level Multilingual Pre-training via Triangular Document-level Pre-training on Parallel Data Triplets. EMNLP (Findings) Hongyuan Lu, Haoyang Huang, Shuming Ma, Dongdong Zhang, Wai Lam, Zhaochuan Gao, Anthony Aue, Arul Menezes, Furu Wei
2023	J	`jnl`	When an Image is Worth 1, 024 x 1, 024 Words: A Case Study in Computational Pathology. CoRR Wenhui Wang, Shuming Ma, Hanwen Xu, Naoto Usuyama, Jiayu Ding, Hoifung Poon, Furu Wei
2023	—	`conf`	Why Can GPT Learn In-Context? Language Models Secretly Perform Gradient Descent as Meta-Optimizers. ACL (Findings) Damai Dai, Yutao Sun, Li Dong, Yaru Hao, Shuming Ma, Zhifang Sui, Furu Wei
2022	J	`jnl`	A Bilingual Parallel Corpus with Discourse Annotations. CoRR Yuchen Eleanor Jiang, Tianyu Liu, Shuming Ma, Dongdong Zhang, Mrinmaya Sachan, Ryan Cotterell
2022	J	`jnl`	A Length-Extrapolatable Transformer. CoRR Yutao Sun, Li Dong, Barun Patra, Shuming Ma, Shaohan Huang, Alon Benhaim, Vishrav Chaudhary, Xia Song, Furu Wei
2022	A*	`conf`	A Unified Strategy for Multilingual Grammatical Error Correction with Pre-trained Cross-Lingual Language Model. IJCAI Xin Sun, Tao Ge, Shuming Ma, Jingjing Li, Furu Wei, Houfeng Wang
2022	J	`jnl`	A Unified Strategy for Multilingual Grammatical Error Correction with Pre-trained Cross-Lingual Language Model. CoRR Xin Sun, Tao Ge, Shuming Ma, Jingjing Li, Furu Wei, Houfeng Wang
2022	—	`conf`	BlonDe: An Automatic Evaluation Metric for Document-level Machine Translation. NAACL-HLT Yuchen Jiang, Tianyu Liu, Shuming Ma, Dongdong Zhang, Jian Yang, Haoyang Huang, Rico Sennrich, Ryan Cotterell, Mrinmaya Sachan, Ming Zhou
2022	—	`conf`	CROP: Zero-shot Cross-lingual Named Entity Recognition with Multilingual Labeled Sequence Translation. EMNLP (Findings) Jian Yang, Shaohan Huang, Shuming Ma, Yuwei Yin, Li Dong, Dongdong Zhang, Hongcheng Guo, Zhoujun Li, Furu Wei
2022	J	`jnl`	CROP: Zero-shot Cross-lingual Named Entity Recognition with Multilingual Labeled Sequence Translation. CoRR Jian Yang, Shaohan Huang, Shuming Ma, Yuwei Yin, Li Dong, Dongdong Zhang, Hongcheng Guo, Zhoujun Li, Furu Wei
2022	J	`jnl`	DeepNet: Scaling Transformers to 1, 000 Layers. CoRR Hongyu Wang, Shuming Ma, Li Dong, Shaohan Huang, Dongdong Zhang, Furu Wei
2022	J	`jnl`	Foundation Transformers. CoRR 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
2022	J	`jnl`	GTrans: Grouping and Fusing Transformer Layers for Neural Machine Translation. CoRR Jian Yang, Yuwei Yin, Shuming Ma, Haoyang Huang, Dongdong Zhang, Furu Wei, Zhoujun Li
2022	J	`jnl`	GanLM: Encoder-Decoder Pre-training with an Auxiliary Discriminator. CoRR Jian Yang, Shuming Ma, Li Dong, Shaohan Huang, Haoyang Huang, Yuwei Yin, Dongdong Zhang, Liqun Yang, Zhoujun Li, Furu Wei
2022	J	`jnl`	HLT-MT: High-resource Language-specific Training for Multilingual Neural Machine Translation. CoRR Jian Yang, Yuwei Yin, Shuming Ma, Dongdong Zhang, Zhoujun Li, Furu Wei
2022	A*	`conf`	High-resource Language-specific Training for Multilingual Neural Machine Translation. IJCAI Jian Yang, Yuwei Yin, Shuming Ma, Dongdong Zhang, Zhoujun Li, Furu Wei
2022	J	`jnl`	Language Models are General-Purpose Interfaces. CoRR Yaru Hao, Haoyu Song, Li Dong, Shaohan Huang, Zewen Chi, Wenhui Wang, Shuming Ma, Furu Wei
2022	A*	`conf`	On the Representation Collapse of Sparse Mixture of Experts. NeurIPS 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
2022	J	`jnl`	On the Representation Collapse of Sparse Mixture of Experts. CoRR Zewen Chi, Li Dong, Shaohan Huang, Damai Dai, Shuming Ma, Barun Patra, Saksham Singhal, Payal Bajaj, Xia Song, Furu Wei
2022	B	`conf`	PAEG: Phrase-level Adversarial Example Generation for Neural Machine Translation. COLING Juncheng Wan, Jian Yang, Shuming Ma, Dongdong Zhang, Weinan Zhang, Yong Yu, Zhoujun Li
2022	J	`jnl`	Phrase-level Adversarial Example Generation for Neural Machine Translation. CoRR Juncheng Wan, Jian Yang, Shuming Ma, Dongdong Zhang, Weinan Zhang, Yong Yu, Furu Wei
2022	J	`jnl`	SMDT: Selective Memory-Augmented Neural Document Translation. CoRR Xu Zhang, Jian Yang, Haoyang Huang, Shuming Ma, Dongdong Zhang, Jinlong Li, Furu Wei
2022	—	`conf`	StableMoE: Stable Routing Strategy for Mixture of Experts. ACL (1) Damai Dai, Li Dong, Shuming Ma, Bo Zheng, Zhifang Sui, Baobao Chang, Furu Wei
2022	J	`jnl`	StableMoE: Stable Routing Strategy for Mixture of Experts. CoRR Damai Dai, Li Dong, Shuming Ma, Bo Zheng, Zhifang Sui, Baobao Chang, Furu Wei
2022	J	`jnl`	TRIP: Triangular Document-level Pre-training for Multilingual Language Models. CoRR Hongyuan Lu, Haoyang Huang, Shuming Ma, Dongdong Zhang, Wai Lam, Furu Wei
2022	J	`jnl`	TorchScale: Transformers at Scale. CoRR Shuming Ma, Hongyu Wang, Shaohan Huang, Wenhui Wang, Zewen Chi, Li Dong, Alon Benhaim, Barun Patra, Vishrav Chaudhary, Xia Song, Furu Wei
2022	—	`conf`	Towards Making the Most of Cross-Lingual Transfer for Zero-Shot Neural Machine Translation. ACL (1) Guanhua Chen, Shuming Ma, Yun Chen, Dongdong Zhang, Jia Pan, Wenping Wang, Furu Wei
2022	J	`jnl`	Towards Multilingual Transitivity and Bidirectional Multilingual Agreement for Multilingual Document-level Machine Translation. CoRR Hongyuan Lu, Haoyang Huang, Shuming Ma, Dongdong Zhang, Furu Wei, Wai Lam
2022	A*	`conf`	UM4: Unified Multilingual Multiple Teacher-Student Model for Zero-Resource Neural Machine Translation. IJCAI Jian Yang, Yuwei Yin, Shuming Ma, Dongdong Zhang, Shuangzhi Wu, Hongcheng Guo, Zhoujun Li, Furu Wei
2022	J	`jnl`	UM4: Unified Multilingual Multiple Teacher-Student Model for Zero-Resource Neural Machine Translation. CoRR Jian Yang, Yuwei Yin, Shuming Ma, Dongdong Zhang, Shuangzhi Wu, Hongcheng Guo, Zhoujun Li, Furu Wei
2022	—	`conf`	XLM-E: Cross-lingual Language Model Pre-training via ELECTRA. ACL (1) Zewen Chi, Shaohan Huang, Li Dong, Shuming Ma, Bo Zheng, Saksham Singhal, Payal Bajaj, Xia Song, Xian-Ling Mao, Heyan Huang, Furu Wei
2022	A*	`conf`	Zero-shot Cross-lingual Transfer of Prompt-based Tuning with a Unified Multilingual Prompt. EMNLP Lianzhe Huang, Shuming Ma, Dongdong Zhang, Furu Wei, Houfeng Wang
2022	J	`jnl`	Zero-shot Cross-lingual Transfer of Prompt-based Tuning with a Unified Multilingual Prompt. CoRR Lianzhe Huang, Shuming Ma, Dongdong Zhang, Furu Wei, Houfeng Wang
2021	J	`jnl`	BlonD: An Automatic Evaluation Metric for Document-level MachineTranslation. CoRR Yuchen Jiang, Shuming Ma, Dongdong Zhang, Jian Yang, Haoyang Huang, Ming Zhou
2021	J	`jnl`	DeltaLM: Encoder-Decoder Pre-training for Language Generation and Translation by Augmenting Pretrained Multilingual Encoders. CoRR Shuming Ma, Li Dong, Shaohan Huang, Dongdong Zhang, Alexandre Muzio, Saksham Singhal, Hany Hassan Awadalla, Xia Song, Furu Wei
2021	—	`conf`	How Does Distilled Data Complexity Impact the Quality and Confidence of Non-Autoregressive Machine Translation? ACL/IJCNLP (Findings) Weijia Xu, Shuming Ma, Dongdong Zhang, Marine Carpuat
2021	J	`jnl`	How Does Distilled Data Complexity Impact the Quality and Confidence of Non-Autoregressive Machine Translation? CoRR Weijia Xu, Shuming Ma, Dongdong Zhang, Marine Carpuat
2021	—	`conf`	Improving Multilingual Neural Machine Translation with Auxiliary Source Languages. EMNLP (Findings) Weijia Xu, Yuwei Yin, Shuming Ma, Dongdong Zhang, Haoyang Huang
2021	—	`conf`	Learning to Select Relevant Knowledge for Neural Machine Translation. NLPCC (1) Jian Yang, Juncheng Wan, Shuming Ma, Haoyang Huang, Dongdong Zhang, Yong Yu, Zhoujun Li, Furu Wei
2021	—	`conf`	Multilingual Agreement for Multilingual Neural Machine Translation. ACL/IJCNLP (2) Jian Yang, Yuwei Yin, Shuming Ma, Haoyang Huang, Dongdong Zhang, Zhoujun Li, Furu Wei
2021	—	`conf`	Multilingual Machine Translation Systems from Microsoft for WMT21 Shared Task. WMT@EMNLP Jian Yang, Shuming Ma, Haoyang Huang, Dongdong Zhang, Li Dong, Shaohan Huang, Alexandre Muzio, Saksham Singhal, Hany Hassan, Xia Song, Furu Wei
2021	J	`jnl`	Multilingual Machine Translation Systems from Microsoft for WMT21 Shared Task. CoRR Jian Yang, Shuming Ma, Haoyang Huang, Dongdong Zhang, Li Dong, Shaohan Huang, Alexandre Muzio, Saksham Singhal, Hany Hassan Awadalla, Xia Song, Furu Wei
2021	—	`conf`	Smart-Start Decoding for Neural Machine Translation. NAACL-HLT Jian Yang, Shuming Ma, Dongdong Zhang, Juncheng Wan, Zhoujun Li, Ming Zhou
2021	J	`jnl`	Towards Making the Most of Multilingual Pretraining for Zero-Shot Neural Machine Translation. CoRR Guanhua Chen, Shuming Ma, Yun Chen, Dongdong Zhang, Jia Pan, Wenping Wang, Furu Wei
2021	J	`jnl`	XLM-E: Cross-lingual Language Model Pre-training via ELECTRA. CoRR Zewen Chi, Shaohan Huang, Li Dong, Shuming Ma, Saksham Singhal, Payal Bajaj, Xia Song, Furu Wei
2021	—	`conf`	Zero-Shot Cross-Lingual Transfer of Neural Machine Translation with Multilingual Pretrained Encoders. EMNLP (1) Guanhua Chen, Shuming Ma, Yun Chen, Li Dong, Dongdong Zhang, Jia Pan, Wenping Wang, Furu Wei
2021	J	`jnl`	Zero-shot Cross-lingual Transfer of Neural Machine Translation with Multilingual Pretrained Encoders. CoRR Guanhua Chen, Shuming Ma, Yun Chen, Li Dong, Dongdong Zhang, Jia Pan, Wenping Wang, Furu Wei
2021	—	`conf`	mT6: Multilingual Pretrained Text-to-Text Transformer with Translation Pairs. EMNLP (1) Zewen Chi, Li Dong, Shuming Ma, Shaohan Huang, Saksham Singhal, Xian-Ling Mao, Heyan Huang, Xia Song, Furu Wei
2021	J	`jnl`	mT6: Multilingual Pretrained Text-to-Text Transformer with Translation Pairs. CoRR Zewen Chi, Li Dong, Shuming Ma, Shaohan Huang, Xian-Ling Mao, Heyan Huang, Furu Wei
2020	A*	`conf`	A Simple and Effective Unified Encoder for Document-Level Machine Translation. ACL Shuming Ma, Dongdong Zhang, Ming Zhou
2020	A*	`conf`	Alternating Language Modeling for Cross-Lingual Pre-Training. AAAI Jian Yang, Shuming Ma, Dongdong Zhang, Shuangzhi Wu, Zhoujun Li, Ming Zhou
2020	A*	`conf`	Improving Neural Machine Translation with Soft Template Prediction. ACL Jian Yang, Shuming Ma, Dongdong Zhang, Zhoujun Li, Ming Zhou
2020	A	`conf`	Multimodal Matching Transformer for Live Commenting. ECAI Chaoqun Duan, Lei Cui, Shuming Ma, Furu Wei, Conghui Zhu, Tiejun Zhao
2020	J	`jnl`	Multimodal Matching Transformer for Live Commenting. CoRR Chaoqun Duan, Lei Cui, Shuming Ma, Furu Wei, Conghui Zhu, Tiejun Zhao
2020	J	`jnl`	Training Simplification and Model Simplification for Deep Learning : A Minimal Effort Back Propagation Method. IEEE Trans. Knowl. Data Eng. Xu Sun, Xuancheng Ren, Shuming Ma, Bingzhen Wei, Wei Li, Jingjing Xu, Houfeng Wang, Yi Zhang
2020	J	`jnl`	XLM-T: Scaling up Multilingual Machine Translation with Pretrained Cross-lingual Transformer Encoders. CoRR 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
2019	—	`conf`	A Deep Reinforced Sequence-to-Set Model for Multi-Label Classification. ACL (1) Pengcheng Yang, Fuli Luo, Shuming Ma, Junyang Lin, Xu Sun
2019	J	`jnl`	Group, Extract and Aggregate: Summarizing a Large Amount of Finance News for Forex Movement Prediction. CoRR Deli Chen, Shuming Ma, Keiko Harimoto, Ruihan Bao, Qi Su, Xu Sun
2019	A*	`conf`	Hierarchical Encoder with Auxiliary Supervision for Neural Table-to-Text Generation: Learning Better Representation for Tables. AAAI Tianyu Liu, Fuli Luo, Qiaolin Xia, Shuming Ma, Baobao Chang, Zhifang Sui
2019	—	`conf`	Key Fact as Pivot: A Two-Stage Model for Low Resource Table-to-Text Generation. ACL (1) Shuming Ma, Pengcheng Yang, Tianyu Liu, Peng Li, Jie Zhou, Xu Sun
2019	J	`jnl`	Key Fact as Pivot: A Two-Stage Model for Low Resource Table-to-Text Generation. CoRR Shuming Ma, Pengcheng Yang, Tianyu Liu, Peng Li, Jie Zhou, Xu Sun
2019	A*	`conf`	LiveBot: Generating Live Video Comments Based on Visual and Textual Contexts. AAAI Shuming Ma, Lei Cui, Damai Dai, Furu Wei, Xu Sun
2019	—	`conf`	Predicting Popular News Comments Based on Multi-Target Text Matching Model. NLPCC (1) Deli Chen, Shuming Ma, Pengcheng Yang, Qi Su
2019	J	`jnl`	Recursive Graphical Neural Networks for Text Classification. CoRR Wei Li, Shuheng Li, Shuming Ma, Yancheng He, Deli Chen, Xu Sun
2019	J	`jnl`	Towards easier and faster sequence labeling for natural language processing: A search-based probabilistic online learning framework (SAPO). Inf. Sci. Xu Sun, Shuming Ma, Yi Zhang, Xuancheng Ren
2018	J	`jnl`	A Deep Reinforced Sequence-to-Set Model for Multi-Label Text Classification. CoRR Pengcheng Yang, Shuming Ma, Yi Zhang, Junyang Lin, Qi Su, Xu Sun
2018	A*	`conf`	A Hierarchical End-to-End Model for Jointly Improving Text Summarization and Sentiment Classification. IJCAI Shuming Ma, Xu Sun, Junyang Lin, Xuancheng Ren
2018	J	`jnl`	A Hierarchical End-to-End Model for Jointly Improving Text Summarization and Sentiment Classification. CoRR Shuming Ma, Xu Sun, Junyang Lin, Xuancheng Ren
2018	B	`conf`	A Neural Question Answering Model Based on Semi-Structured Tables. COLING Hao Wang, Xiaodong Zhang, Shuming Ma, Xu Sun, Houfeng Wang, Mengxiang Wang
2018	—	`conf`	Accelerating Graph-Based Dependency Parsing with Lock-Free Parallel Perceptron. NLPCC (1) Shuming Ma, Xu Sun, Yi Zhang, Bingzhen Wei
2018	—	`conf`	Autoencoder as Assistant Supervisor: Improving Text Representation for Chinese Social Media Text Summarization. ACL (2) Shuming Ma, Xu Sun, Junyang Lin, Houfeng Wang
2018	J	`jnl`	Autoencoder as Assistant Supervisor: Improving Text Representation for Chinese Social Media Text Summarization. CoRR Shuming Ma, Xu Sun, Junyang Lin, Houfeng Wang
2018	—	`conf`	Automatic Academic Paper Rating Based on Modularized Hierarchical Convolutional Neural Network. ACL (2) Pengcheng Yang, Xu Sun, Wei Li, Shuming Ma
2018	J	`jnl`	Automatic Academic Paper Rating Based on Modularized Hierarchical Convolutional Neural Network. CoRR Pengcheng Yang, Xu Sun, Wei Li, Shuming Ma
2018	—	`conf`	Bag-of-Words as Target for Neural Machine Translation. ACL (2) Shuming Ma, Xu Sun, Yizhong Wang, Junyang Lin
2018	J	`jnl`	Bag-of-Words as Target for Neural Machine Translation. CoRR Shuming Ma, Xu Sun, Yizhong Wang, Junyang Lin
2018	J	`jnl`	Decoding-History-Based Adaptive Control of Attention for Neural Machine Translation. CoRR Junyang Lin, Shuming Ma, Qi Su, Xu Sun
2018	B	`conf`	Deconvolution-Based Global Decoding for Neural Machine Translation. COLING Junyang Lin, Xu Sun, Xuancheng Ren, Shuming Ma, Jinsong Su, Qi Su
2018	J	`jnl`	Deconvolution-Based Global Decoding for Neural Machine Translation. CoRR Junyang Lin, Xu Sun, Xuancheng Ren, Shuming Ma, Jinsong Su, Qi Su
2018	B	`conf`	Does Higher Order LSTM Have Better Accuracy for Segmenting and Labeling Sequence Data? COLING Yi Zhang, Xu Sun, Shuming Ma, Yang Yang, Xuancheng Ren
2018	—	`conf`	Global Encoding for Abstractive Summarization. ACL (2) Junyang Lin, Xu Sun, Shuming Ma, Qi Su
2018	J	`jnl`	Global Encoding for Abstractive Summarization. CoRR Junyang Lin, Xu Sun, Shuming Ma, Qi Su
2018	J	`jnl`	Identifying High-Quality Chinese News Comments Based on Multi-Target Text Matching Model. CoRR Deli Chen, Shuming Ma, Pengcheng Yang, Xu Sun
2018	J	`jnl`	LiveBot: Generating Live Video Comments Based on Visual and Textual Contexts. CoRR Shuming Ma, Lei Cui, Damai Dai, Furu Wei, Xu Sun
2018	A*	`conf`	Phrase-level Self-Attention Networks for Universal Sentence Encoding. EMNLP Wei Wu, Houfeng Wang, Tianyu Liu, Shuming Ma
2018	—	`conf`	Query and Output: Generating Words by Querying Distributed Word Representations for Paraphrase Generation. NAACL-HLT Shuming Ma, Xu Sun, Wei Li, Sujian Li, Wenjie Li, Xuancheng Ren
2018	J	`jnl`	Query and Output: Generating Words by Querying Distributed Word Representations for Paraphrase Generation. CoRR Shuming Ma, Xu Sun, Wei Li, Sujian Li, Wenjie Li, Xuancheng Ren
2018	B	`conf`	SGM: Sequence Generation Model for Multi-label Classification. COLING Pengcheng Yang, Xu Sun, Wei Li, Shuming Ma, Wei Wu, Houfeng Wang
2018	J	`jnl`	SGM: Sequence Generation Model for Multi-label Classification. CoRR Pengcheng Yang, Xu Sun, Wei Li, Shuming Ma, Wei Wu, Houfeng Wang
2018	A*	`conf`	Semantic-Unit-Based Dilated Convolution for Multi-Label Text Classification. EMNLP Junyang Lin, Qi Su, Pengcheng Yang, Shuming Ma, Xu Sun
2018	J	`jnl`	Semantic-Unit-Based Dilated Convolution for Multi-Label Text Classification. CoRR Junyang Lin, Qi Su, Pengcheng Yang, Shuming Ma, Xu Sun
2018	J	`jnl`	Unsupervised Machine Commenting with Neural Variational Topic Model. CoRR Shuming Ma, Lei Cui, Furu Wei, Xu Sun
2017	J	`jnl`	A Generic Online Parallel Learning Framework for Large Margin Models. CoRR Shuming Ma, Xu Sun
2017	J	`jnl`	A Semantic Relevance Based Neural Network for Text Summarization and Text Simplification. CoRR Shuming Ma, Xu Sun
2017	J	`jnl`	Complex Structure Leads to Overfitting: A Structure Regularization Decoding Method for Natural Language Processing. CoRR Xu Sun, Weiwei Sun, Shuming Ma, Xuancheng Ren, Yi Zhang, Wenjie Li, Houfeng Wang
2017	—	`conf`	Improving Semantic Relevance for Sequence-to-Sequence Learning of Chinese Social Media Text Summarization. ACL (2) Shuming Ma, Xu Sun, Jingjing Xu, Houfeng Wang, Wenjie Li, Qi Su
2017	J	`jnl`	Improving Semantic Relevance for Sequence-to-Sequence Learning of Chinese Social Media Text Summarization. CoRR Shuming Ma, Xu Sun, Jingjing Xu, Houfeng Wang, Wenjie Li, Qi Su
2017	J	`jnl`	Label Embedding Network: Learning Label Representation for Soft Training of Deep Networks. CoRR Xu Sun, Bingzhen Wei, Xuancheng Ren, Shuming Ma
2017	J	`jnl`	Lock-Free Parallel Perceptron for Graph-based Dependency Parsing. CoRR Xu Sun, Shuming Ma
2017	J	`jnl`	Stochastic Strictly Contractive Peaceman-Rachford Splitting Method. CoRR Sen Na, Mingyuan Ma, Shuming Ma, Guangju Peng
2017	J	`jnl`	Training Simplification and Model Simplification for Deep Learning: A Minimal Effort Back Propagation Method. CoRR Xu Sun, Xuancheng Ren, Shuming Ma, Bingzhen Wei, Wei Li, Houfeng Wang
2017	—	`conf`	Transfer Deep Learning for Low-Resource Chinese Word Segmentation with a Novel Neural Network. NLPCC Jingjing Xu, Shuming Ma, Yi Zhang, Bingzhen Wei, Xiaoyan Cai, Xu Sun
2017	A*	`conf`	meProp: Sparsified Back Propagation for Accelerated Deep Learning with Reduced Overfitting. ICML Xu Sun, Xuancheng Ren, Shuming Ma, Houfeng Wang
2017	J	`jnl`	meProp: Sparsified Back Propagation for Accelerated Deep Learning with Reduced Overfitting. CoRR Xu Sun, Xuancheng Ren, Shuming Ma, Houfeng Wang
2016	J	`jnl`	A New Recurrent Neural CRF for Learning Non-linear Edge Features. CoRR Shuming Ma, Xu Sun
2010	—	`conf`	The Application of Leader-Member Exchange Theory on Improving Team Performance. ICEE Shuming Ma, Yang Ke