Shuming Ma

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 132

Top Venues

CoRR

ACL (1)

COLING

ACL (2)

Publications

Hongyu Wang, Shuming Ma, Ruiping Wang, Furu Wei
Q-Sparse: All Large Language Models can be Fully Sparsely-Activated. CoRR (2024)
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 (2024)
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 (2024)
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)
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 (2024)
Jinghan Yang, Shuming Ma, Furu Wei
Auto-ICL: In-Context Learning without Human Supervision. CoRR (2023)
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)
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 (2023)
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 (2023)
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)
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)
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)
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)
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 (2023)
Liang Chen, Shuming Ma, Dongdong Zhang, Furu Wei, Baobao Chang
On the Pareto Front of Multilingual Neural Machine Translation. CoRR (2023)
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)
Haiteng Zhao, Shuming Ma, Dongdong Zhang, Zhi-Hong Deng, Furu Wei
Are More Layers Beneficial to Graph Transformers? ICLR (2023)
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 (2023)
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 (2023)
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 (2023)
Haiteng Zhao, Shuming Ma, Dongdong Zhang, Zhi-Hong Deng, Furu Wei
Are More Layers Beneficial to Graph Transformers? CoRR (2023)
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 (2023)
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)
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 (2023)
Shaohan Huang, Li Dong, Wenhui Wang, Yaru Hao, Saksham Singhal, Shuming Ma, Tengchao Lv, Lei Cui, Owais Khan Mohammed, 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 (2023)
Liang Chen, Shuming Ma, Dongdong Zhang, Furu Wei, Baobao Chang
On the Pareto Front of Multilingual Neural Machine Translation. NeurIPS (2023)
Liang Chen, Shuming Ma, Dongdong Zhang, Furu Wei, Baobao Chang
On the Off-Target Problem of Zero-Shot Multilingual Neural Machine Translation. CoRR (2023)
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 (2023)
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)
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)
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 (2022)
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 (2022)
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 (2022)
Yuchen Eleanor Jiang, Tianyu Liu, Shuming Ma, Dongdong Zhang, Mrinmaya Sachan, Ryan Cotterell
A Bilingual Parallel Corpus with Discourse Annotations. CoRR (2022)
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 (2022)
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)
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)
Juncheng Wan, Jian Yang, Shuming Ma, Dongdong Zhang, Weinan Zhang, Yong Yu, Furu Wei
Phrase-level Adversarial Example Generation for Neural Machine Translation. CoRR (2022)
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)
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)
Yaru Hao, Haoyu Song, Li Dong, Shaohan Huang, Zewen Chi, Wenhui Wang, Shuming Ma, Furu Wei
Language Models are General-Purpose Interfaces. CoRR (2022)
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)
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 (2022)
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)
Hongyuan Lu, Haoyang Huang, Shuming Ma, Dongdong Zhang, Wai Lam, Furu Wei
TRIP: Triangular Document-level Pre-training for Multilingual Language Models. CoRR (2022)
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)
Damai Dai, Li Dong, Shuming Ma, Bo Zheng, Zhifang Sui, Baobao Chang, Furu Wei
StableMoE: Stable Routing Strategy for Mixture of Experts. CoRR (2022)
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)
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 (2022)
Jian Yang, Yuwei Yin, Shuming Ma, Dongdong Zhang, Zhoujun Li, Furu Wei
High-resource Language-specific Training for Multilingual Neural Machine Translation. IJCAI (2022)
Yutao Sun, Li Dong, Barun Patra, Shuming Ma, Shaohan Huang, Alon Benhaim, Vishrav Chaudhary, Xia Song, Furu Wei
A Length-Extrapolatable Transformer. CoRR (2022)
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 (2022)
Hongyu Wang, Shuming Ma, Li Dong, Shaohan Huang, Dongdong Zhang, Furu Wei
DeepNet: Scaling Transformers to 1, 000 Layers. CoRR (2022)
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)
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 (2022)
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 (2022)
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)
Xu Zhang, Jian Yang, Haoyang Huang, Shuming Ma, Dongdong Zhang, Jinlong Li, Furu Wei
SMDT: Selective Memory-Augmented Neural Document Translation. CoRR (2022)
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 (2022)
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 (2022)
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 (2021)
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 (2021)
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 (2021)
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)
Weijia Xu, Shuming Ma, Dongdong Zhang, Marine Carpuat
How Does Distilled Data Complexity Impact the Quality and Confidence of Non-Autoregressive Machine Translation? CoRR (2021)
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)
Weijia Xu, Yuwei Yin, Shuming Ma, Dongdong Zhang, Haoyang Huang
Improving Multilingual Neural Machine Translation with Auxiliary Source Languages. EMNLP (Findings) (2021)
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)
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)
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 (2021)
Yuchen Jiang, Shuming Ma, Dongdong Zhang, Jian Yang, Haoyang Huang, Ming Zhou
BlonD: An Automatic Evaluation Metric for Document-level MachineTranslation. CoRR (2021)
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)
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 (2021)
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)
Jian Yang, Shuming Ma, Dongdong Zhang, Juncheng Wan, Zhoujun Li, Ming Zhou
Smart-Start Decoding for Neural Machine Translation. NAACL-HLT (2021)
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 (2021)
Chaoqun Duan, Lei Cui, Shuming Ma, Furu Wei, Conghui Zhu, Tiejun Zhao
Multimodal Matching Transformer for Live Commenting. CoRR (2020)
Chaoqun Duan, Lei Cui, Shuming Ma, Furu Wei, Conghui Zhu, Tiejun Zhao
Multimodal Matching Transformer for Live Commenting. ECAI (2020)
Shuming Ma, Dongdong Zhang, Ming Zhou
A Simple and Effective Unified Encoder for Document-Level Machine Translation. ACL (2020)
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) (2020)
Jian Yang, Shuming Ma, Dongdong Zhang, Shuangzhi Wu, Zhoujun Li, Ming Zhou
Alternating Language Modeling for Cross-Lingual Pre-Training. AAAI (2020)
Jian Yang, Shuming Ma, Dongdong Zhang, Zhoujun Li, Ming Zhou
Improving Neural Machine Translation with Soft Template Prediction. ACL (2020)
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 (2020)
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 (2019)
Deli Chen, Shuming Ma, Pengcheng Yang, Qi Su
Predicting Popular News Comments Based on Multi-Target Text Matching Model. NLPCC (1) (2019)
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 (2019)
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)
Pengcheng Yang, Fuli Luo, Shuming Ma, Junyang Lin, Xu Sun
A Deep Reinforced Sequence-to-Set Model for Multi-Label Classification. ACL (1) (2019)
Wei Li, Shuheng Li, Shuming Ma, Yancheng He, Deli Chen, Xu Sun
Recursive Graphical Neural Networks for Text Classification. CoRR (2019)
Shuming Ma, Lei Cui, Damai Dai, Furu Wei, Xu Sun
LiveBot: Generating Live Video Comments Based on Visual and Textual Contexts. AAAI (2019)
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)
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 (2019)
Shuming Ma, Xu Sun, Yi Zhang, Bingzhen Wei
Accelerating Graph-Based Dependency Parsing with Lock-Free Parallel Perceptron. NLPCC (1) (2018)
Junyang Lin, Xu Sun, Shuming Ma, Qi Su
Global Encoding for Abstractive Summarization. ACL (2) (2018)
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 (2018)
Shuming Ma, Xu Sun, Yizhong Wang, Junyang Lin
Bag-of-Words as Target for Neural Machine Translation. ACL (2) (2018)
Junyang Lin, Qi Su, Pengcheng Yang, Shuming Ma, Xu Sun
Semantic-Unit-Based Dilated Convolution for Multi-Label Text Classification. CoRR (2018)
Pengcheng Yang, Xu Sun, Wei Li, Shuming Ma
Automatic Academic Paper Rating Based on Modularized Hierarchical Convolutional Neural Network. ACL (2) (2018)
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)
Wei Wu, Houfeng Wang, Tianyu Liu, Shuming Ma
Phrase-level Self-Attention Networks for Universal Sentence Encoding. EMNLP (2018)

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Publication Activity (10 Years)

Top Topics

Top Venues

Shuming Ma