Non-Autoregressive Translation by Learning Target Categorical Codes NAACL

Yu Bao | Shujian Huang | Tong Xiao | Dongqi Wang | Xinyu Dai | Jiajun Chen |

Learning Kernel-Smoothed Machine Translation with Retrieved Examples EMNLP

Qingnan Jiang | Mingxuan Wang | Jun Cao | Shanbo Cheng | Shujian Huang | Lei Li |

Energy-based Unknown Intent Detection with Data Manipulation Findings

Yawen Ouyang | Jiasheng Ye | Yu Chen | Xinyu Dai | Shujian Huang | Jiajun Chen |

HW-TSC’s Participation at WMT 2021 Quality Estimation Shared Task EMNLP WMT

Yimeng Chen | Chang Su | Yingtao Zhang | Yuxia Wang | Xiang Geng | Hao Yang | Shimin Tao | Guo Jiaxin | Wang Minghan | Min Zhang | Yujia Liu | Shujian Huang |

When is Char Better Than Subword: A Systematic Study of Segmentation Algorithms for Neural Machine Translation ACL IJCNLP

Jiahuan Li | Yutong Shen | Shujian Huang | Xinyu Dai | Jiajun Chen |

Meta-LMTC: Meta-Learning for Large-Scale Multi-Label Text Classification EMNLP

Ran Wang | Xi’ao Su | Siyu Long | Xinyu Dai | Shujian Huang | Jiajun Chen |

Adaptive Nearest Neighbor Machine Translation ACL IJCNLP

Xin Zheng | Zhirui Zhang | Junliang Guo | Shujian Huang | Boxing Chen | Weihua Luo | Jiajun Chen |

Non-Parametric Unsupervised Domain Adaptation for Neural Machine Translation EMNLP Findings

Xin Zheng | Zhirui Zhang | Shujian Huang | Boxing Chen | Jun Xie | Weihua Luo | Jiajun Chen |

Dialogue State Tracking with Explicit Slot Connection Modeling ACL

Yawen Ouyang | Moxin Chen | Xinyu Dai | Yinggong Zhao | Shujian Huang | Jiajun CHEN |

RPD: A Distance Function Between Word Embeddings ACL

Xuhui Zhou | Shujian Huang | Zaixiang Zheng |

A Reinforced Generation of Adversarial Examples for Neural Machine Translation ACL

wei zou | Shujian Huang | Jun Xie | Xinyu Dai | Jiajun CHEN |

Explicit Semantic Decomposition for Definition Generation ACL

Jiahuan Li | Yu Bao | Shujian Huang | Xinyu Dai | Jiajun CHEN |

A Simple and Effective Approach to Robust Unsupervised Bilingual Dictionary Induction COLING

Yanyang Li | Yingfeng Luo | Ye Lin | Quan Du | Huizhen Wang | Shujian Huang | Tong Xiao | Jingbo Zhu |

NJU’s submission to the WMT20 QE Shared Task EMNLP WMT

Qu Cui | Xiang Geng | Shujian Huang | Jiajun Chen |

Dynamic Past and Future for Neural Machine Translation EMNLP

Zaixiang Zheng | Shujian Huang | Zhaopeng Tu | XIN-YU DAI | Jiajun CHEN |

Fine-grained Knowledge Fusion for Sequence Labeling Domain Adaptation EMNLP

Huiyun Yang | Shujian Huang | XIN-YU DAI | Jiajun CHEN |

Online Distilling from Checkpoints for Neural Machine Translation NAACL

Hao-Ran Wei | Shujian Huang | Ran Wang | Xin-yu Dai | Jiajun Chen |

Target-oriented Opinion Words Extraction with Target-fused Neural Sequence Labeling NAACL

Zhifang Fan | Zhen Wu | Xin-Yu Dai | Shujian Huang | Jiajun Chen |

Exploiting Noisy Data in Distant Supervision Relation Classification NAACL

Kaijia Yang | Liang He | Xin-yu Dai | Shujian Huang | Jiajun Chen |

Generating Sentences from Disentangled Syntactic and Semantic Spaces ACL

Yu Bao | Hao Zhou | Shujian Huang | Lei Li | Lili Mou | Olga Vechtomova | Xin-yu Dai | Jiajun Chen |

Learning Representation Mapping for Relation Detection in Knowledge Base Question Answering ACL

Peng Wu | Shujian Huang | Rongxiang Weng | Zaixiang Zheng | Jianbing Zhang | Xiaohui Yan | Jiajun Chen |

Unsupervised Bilingual Lexicon Induction via Latent Variable Models EMNLP

Zi-Yi Dou | Zhi-Hao Zhou | Shujian Huang |

Combining Character and Word Information in Neural Machine Translation Using a Multi-Level Attention NAACL

Huadong Chen | Shujian Huang | David Chiang | Xinyu Dai | Jiajun Chen |

Modeling Past and Future for Neural Machine Translation TACL

Zaixiang Zheng | Hao Zhou | Shujian Huang | Lili Mou | Xinyu Dai | Jiajun Chen | Zhaopeng Tu |

Neural Machine Translation with Word Predictions EMNLP

Rongxiang Weng | Shujian Huang | Zaixiang Zheng | Xinyu Dai | Jiajun Chen |

Word-Context Character Embeddings for Chinese Word Segmentation EMNLP

Hao Zhou | Zhenting Yu | Yue Zhang | Shujian Huang | Xinyu Dai | Jiajun Chen |

Top-Rank Enhanced Listwise Optimization for Statistical Machine Translation CoNLL

Huadong Chen | Shujian Huang | David Chiang | Xinyu Dai | Jiajun Chen |

Improved Neural Machine Translation with a Syntax-Aware Encoder and Decoder ACL

Huadong Chen | Shujian Huang | David Chiang | Jiajun Chen |

Chunk-Based Bi-Scale Decoder for Neural Machine Translation ACL

Hao Zhou | Zhaopeng Tu | Shujian Huang | Xiaohua Liu | Hang Li | Jiajun Chen |

Findings of the 2017 Conference on Machine Translation (WMT17) WMT WS

Ondřej Bojar | Rajen Chatterjee | Christian Federmann | Yvette Graham | Barry Haddow | Shujian Huang | Matthias Huck | Philipp Koehn | Qun Liu | Varvara Logacheva | Christof Monz | Matteo Negri | Matt Post | Raphael Rubino | Lucia Specia | Marco Turchi |

Evaluating a Deterministic Shift-Reduce Neural Parser for Constituent Parsing LREC

Hao Zhou | Yue Zhang | Shujian Huang | Xin-Yu Dai | Jiajun Chen |

PRIMT: A Pick-Revise Framework for Interactive Machine Translation NAACL

Shanbo Cheng | Shujian Huang | Huadong Chen | Xin-Yu Dai | Jiajun Chen |

A Search-Based Dynamic Reranking Model for Dependency Parsing ACL

Hao Zhou | Yue Zhang | Shujian Huang | Junsheng Zhou | Xin-Yu Dai | Jiajun Chen |

Graph-Based Collective Lexical Selection for Statistical Machine Translation EMNLP

Jinsong Su | Deyi Xiong | Shujian Huang | Xianpei Han | Junfeng Yao |

Non-linear Learning for Statistical Machine Translation ACL IJCNLP

Shujian Huang | Huadong Chen | Xin-Yu Dai | Jiajun Chen |

A Neural Probabilistic Structured-Prediction Model for Transition-Based Dependency Parsing ACL IJCNLP

Hao Zhou | Yue Zhang | Shujian Huang | Jiajun Chen |

Enhancing Statistical Machine Translation with Character Alignment ACL

Ning Xi | Guangchao Tang | Xinyu Dai | Shujian Huang | Jiajun Chen |

Adapting Conventional Chinese Word Segmenter for Segmenting Micro-blog Text: Combining Rule-based and Statistic-based Approaches SIGHAN WS

Ning Xi | Bin Li | Guangchao Tang | Shujian Huang | Yinggong Zhao | Hao Zhou | Xinyu Dai | Jiajun Chen |

Dealing with Spurious Ambiguity in Learning ITG-based Word Alignment ACL

Shujian Huang | Stephan Vogel | Jiajun Chen |

Language Model Weight Adaptation Based on Cross-entropy for Statistical Machine Translation PACLIC

Yinggong Zhao | Yangsheng Ji | Ning Xi | Shujian Huang | Jiajun Chen |

Improving Word Alignment by Semi-Supervised Ensemble CoNLL WS

Shujian Huang | Kangxi Li | Xinyu Dai | Jiajun Chen |