NLPExplorer

Shuming Ma

Number of Papers:- 37

Number of Citations:- 28

First ACL Paper:- 2017

Latest ACL Paper:- 2023

Venues:-

NAACL

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COLING

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EMNLP

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Findings

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WS

ACL

WMT

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IJCNLP

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Co-Authors:-

Alexandre Muzio

Similar Authors:-

Yeou Jiunn Chen

On the Off-Target Problem of Zero-Shot Multilingual Neural Machine Translation F i n d i n g s - A C L

Liang Chen | Shuming Ma | Dongdong Zhang | Furu Wei | Baobao Chang |

TRIP: Accelerating Document-level Multilingual Pre-training via Triangular Document-level Pre-training on Parallel Data Triplets F i n d i n g s - E M N L P

Hongyuan Lu | Haoyang Huang | Shuming Ma | Dongdong Zhang | Wai Lam | Zhaochuan Gao | Anthony Aue | Arul Menezes | Furu Wei |

Why Can GPT Learn In-Context? Language Models Secretly Perform Gradient Descent as Meta-Optimizers F i n d i n g s - A C L

Damai Dai | Yutao Sun | Li Dong | Yaru Hao | Shuming Ma | Zhifang Sui | Furu Wei |

Discourse-Centric Evaluation of Document-level Machine Translation with a New Densely Annotated Parallel Corpus of Novels ACL

Yuchen Eleanor Jiang | Tianyu Liu | Shuming Ma | Dongdong Zhang | Mrinmaya Sachan | Ryan Cotterell |

A Length-Extrapolatable Transformer ACL

Yutao Sun | Li Dong | Barun Patra | Shuming Ma | Shaohan Huang | Alon Benhaim | Vishrav Chaudhary | Xia Song | Furu Wei |

GanLM: Encoder-Decoder Pre-training with an Auxiliary Discriminator ACL

Jian Yang | Shuming Ma | Li Dong | Shaohan Huang | Haoyang Huang | Yuwei Yin | Dongdong Zhang | Liqun Yang | Furu Wei | Zhoujun Li |

Towards Making the Most of Cross-Lingual Transfer for Zero-Shot Neural Machine Translation ACL

Guanhua Chen | Shuming Ma | Yun Chen | Dongdong Zhang | Jia Pan | Wenping Wang | Furu Wei |

XLM-E: Cross-lingual Language Model Pre-training via ELECTRA ACL

Zewen Chi | Shaohan Huang | Li Dong | Shuming Ma | Bo Zheng | Saksham Singhal | Payal Bajaj | Xia Song | Xian-Ling Mao | Heyan Huang | Furu Wei |

StableMoE: Stable Routing Strategy for Mixture of Experts ACL

Damai Dai | Li Dong | Shuming Ma | Bo Zheng | Zhifang Sui | Baobao Chang | Furu Wei |

BlonDe: An Automatic Evaluation Metric for Document-level Machine Translation NAACL

Yuchen Jiang | Tianyu Liu | Shuming Ma | Dongdong Zhang | Jian Yang | Haoyang Huang | Rico Sennrich | Ryan Cotterell | Mrinmaya Sachan | Ming Zhou |

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 |

CROP: Zero-shot Cross-lingual Named Entity Recognition with Multilingual Labeled Sequence Translation F i n d i n g s - E M N L P

Jian Yang | Shaohan Huang | Shuming Ma | Yuwei Yin | Li Dong | Dongdong Zhang | Hongcheng Guo | Zhoujun Li | Furu Wei |

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 |

Smart-Start Decoding for Neural Machine Translation NAACL

Jian Yang | Shuming Ma | Dongdong Zhang | Juncheng Wan | Zhoujun Li | Ming Zhou |

How Does Distilled Data Complexity Impact the Quality and Confidence of Non-Autoregressive Machine Translation? Findings

Weijia Xu | Shuming Ma | Dongdong Zhang | Marine Carpuat |

Multilingual Agreement for Multilingual Neural Machine Translation ACL IJCNLP

Jian Yang | Yuwei Yin | Shuming Ma | Haoyang Huang | Dongdong Zhang | Zhoujun Li | Furu Wei |

Zero-Shot Cross-Lingual Transfer of Neural Machine Translation with Multilingual Pretrained Encoders EMNLP

Guanhua Chen | Shuming Ma | Yun Chen | Li Dong | Dongdong Zhang | Jia Pan | Wenping Wang | Furu Wei |

mT6: Multilingual Pretrained Text-to-Text Transformer with Translation Pairs EMNLP

Zewen Chi | Li Dong | Shuming Ma | Shaohan Huang | Saksham Singhal | Xian-Ling Mao | Heyan Huang | Xia Song | Furu Wei |

Multilingual Machine Translation Systems from Microsoft for WMT21 Shared Task EMNLP WMT

Jian Yang | Shuming Ma | Haoyang Huang | Dongdong Zhang | Li Dong | Shaohan Huang | Alexandre Muzio | Saksham Singhal | Hany Hassan | Xia Song | Furu Wei |

Improving Multilingual Neural Machine Translation with Auxiliary Source Languages EMNLP Findings

Weijia Xu | Yuwei Yin | Shuming Ma | Dongdong Zhang | Haoyang Huang |

A Simple and Effective Unified Encoder for Document-Level Machine Translation ACL

Shuming Ma | Dongdong Zhang | Ming Zhou |

Improving Neural Machine Translation with Soft Template Prediction ACL

Jian Yang | Shuming Ma | Dongdong Zhang | Zhoujun Li | Ming Zhou |

Group, Extract and Aggregate: Summarizing a Large Amount of Finance News for Forex Movement Prediction EMNLP WS

Deli Chen | Shuming Ma | Keiko Harimoto | Ruihan Bao | Qi Su | Xu Sun |

Key Fact as Pivot: A Two-Stage Model for Low Resource Table-to-Text Generation ACL

Shuming Ma | Pengcheng Yang | Tianyu Liu | Peng Li | Jie Zhou | Xu Sun |

A Deep Reinforced Sequence-to-Set Model for Multi-Label Classification ACL

Pengcheng Yang | Fuli Luo | Shuming Ma | Junyang Lin | Xu Sun |

Does Higher Order LSTM Have Better Accuracy for Segmenting and Labeling Sequence Data? COLING

Yi Zhang | Xu Sun | Shuming Ma | Yang Yang | Xuancheng Ren |

A Neural Question Answering Model Based on Semi-Structured Tables COLING

Hao Wang | Xiaodong Zhang | Shuming Ma | Xu Sun | Houfeng Wang | Mengxiang Wang |

Deconvolution-Based Global Decoding for Neural Machine Translation COLING

Junyang Lin | Xu Sun | Xuancheng Ren | Shuming Ma | Jinsong Su | Qi Su |

SGM: Sequence Generation Model for Multi-label Classification COLING

Pengcheng Yang | Xu Sun | Wei Li | Shuming Ma | Wei Wu | Houfeng Wang |

Phrase-level Self-Attention Networks for Universal Sentence Encoding EMNLP

Wei Wu | Houfeng Wang | Tianyu Liu | Shuming Ma |

Semantic-Unit-Based Dilated Convolution for Multi-Label Text Classification EMNLP

Junyang Lin | Qi Su | Pengcheng Yang | Shuming Ma | Xu Sun |

Query and Output: Generating Words by Querying Distributed Word Representations for Paraphrase Generation NAACL

Shuming Ma | Xu Sun | Wei Li | Sujian Li | Wenjie Li | Xuancheng Ren |

Global Encoding for Abstractive Summarization ACL

Junyang Lin | Xu Sun | Shuming Ma | Qi Su |

Bag-of-Words as Target for Neural Machine Translation ACL

Shuming Ma | Xu Sun | Yizhong Wang | Junyang Lin |

Automatic Academic Paper Rating Based on Modularized Hierarchical Convolutional Neural Network ACL

Pengcheng Yang | Xu Sun | Wei Li | Shuming Ma |

Autoencoder as Assistant Supervisor: Improving Text Representation for Chinese Social Media Text Summarization ACL

Shuming Ma | Xu Sun | Junyang Lin | Houfeng Wang |

Improving Semantic Relevance for Sequence-to-Sequence Learning of Chinese Social Media Text Summarization ACL

Shuming Ma | Xu Sun | Jingjing Xu | Houfeng Wang | Wenjie Li | Qi Su |

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