Learning Preference Model for LLMs via Automatic Preference Data Generation EMNLP

Shijia Huang | Jianqiao Zhao | Yanyang Li | Liwei Wang |

CLEVA: Chinese Language Models EVAluation Platform EMNLP

Yanyang Li | Jianqiao Zhao | Duo Zheng | Zi-Yuan Hu | Zhi Chen | Xiaohui Su | Yongfeng Huang | Shijia Huang | Dahua Lin | Michael Lyu | Liwei Wang |

MVP-Tuning: Multi-View Knowledge Retrieval with Prompt Tuning for Commonsense Reasoning ACL

Yongfeng Huang | Yanyang Li | Yichong Xu | Lin Zhang | Ruyi Gan | Jiaxing Zhang | Liwei Wang |

Probing Structured Pruning on Multilingual Pre-trained Models: Settings, Algorithms, and Efficiency ACL

Yanyang Li | Fuli Luo | Runxin Xu | Songfang Huang | Fei Huang | Liwei Wang |

S2SQL: Injecting Syntax to Question-Schema Interaction Graph Encoder for Text-to-SQL Parsers ACL Findings

Binyuan Hui | Ruiying Geng | Lihan Wang | Bowen Qin | Yanyang Li | Bowen Li | Jian Sun | Yongbin Li |

Eliciting Knowledge from Large Pre-Trained Models for Unsupervised Knowledge-Grounded Conversation EMNLP

Yanyang Li | Jianqiao Zhao | Michael Lyu | Liwei Wang |

FlowEval: A Consensus-Based Dialogue Evaluation Framework Using Segment Act Flows EMNLP

Jianqiao Zhao | Yanyang Li | Wanyu Du | Yangfeng Ji | Dong Yu | Michael Lyu | Liwei Wang |

Multi-Path Transformer is Better: A Case Study on Neural Machine Translation F i n d i n g s - E M N L P

Ye Lin | Shuhan Zhou | Yanyang Li | Anxiang Ma | Tong Xiao | Jingbo Zhu |

Stacked Acoustic-and-Textual Encoding: Integrating the Pre-trained Models into Speech Translation Encoders ACL IJCNLP

Chen Xu | Bojie Hu | Yanyang Li | Yuhao Zhang | Shen Huang | Qi Ju | Tong Xiao | Jingbo Zhu |

Bag of Tricks for Optimizing Transformer Efficiency EMNLP Findings

Ye Lin | Yanyang Li | Tong Xiao | Jingbo Zhu |

Weight Distillation: Transferring the Knowledge in Neural Network Parameters ACL IJCNLP

Ye Lin | Yanyang Li | Ziyang Wang | Bei Li | Quan Du | Tong Xiao | Jingbo Zhu |

The NiuTrans System for WNGT 2020 Efficiency Task ACL NGT WS

Chi Hu | Bei Li | Yinqiao Li | Ye Lin | Yanyang Li | Chenglong Wang | Tong Xiao | Jingbo Zhu |

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 |

The NiuTrans Machine Translation Systems for WMT19 ACL WMT WS

Bei Li | Yinqiao Li | Chen Xu | Ye Lin | Jiqiang Liu | Hui Liu | Ziyang Wang | Yuhao Zhang | Nuo Xu | Zeyang Wang | Kai Feng | Hexuan Chen | Tengbo Liu | Yanyang Li | Qiang Wang | Tong Xiao | Jingbo Zhu |

Multi-layer Representation Fusion for Neural Machine Translation COLING

Qiang Wang | Fuxue Li | Tong Xiao | Yanyang Li | Yinqiao Li | Jingbo Zhu |

A Simple and Effective Approach to Coverage-Aware Neural Machine Translation ACL

Yanyang Li | Tong Xiao | Yinqiao Li | Qiang Wang | Changming Xu | Jingbo Zhu |