Automatic Model Selection with Large Language Models for Reasoning F i n d i n g s - E M N L P

James Zhao | Yuxi Xie | Kenji Kawaguchi | Junxian He | Michael Xie |

Simple Temporal Adaptation to Changing Label Sets: Hashtag Prediction via Dense KNN EMNLP

Niloofar Mireshghallah | Nikolai Vogler | Junxian He | Omar Florez | Ahmed El-Kishky | Taylor Berg-Kirkpatrick |

Contrastive Learning of Sentence Embeddings from Scratch EMNLP

Junlei Zhang | Zhenzhong Lan | Junxian He |

Prompt Consistency for Zero-Shot Task Generalization F i n d i n g s - E M N L P

Chunting Zhou | Junxian He | Xuezhe Ma | Taylor Berg-Kirkpatrick | Graham Neubig |

CTRLsum: Towards Generic Controllable Text Summarization EMNLP

Junxian He | Wojciech Kryscinski | Bryan McCann | Nazneen Rajani | Caiming Xiong |

The Source-Target Domain Mismatch Problem in Machine Translation EACL

Jiajun Shen | Peng-Jen Chen | Matthew Le | Junxian He | Jiatao Gu | Myle Ott | Michael Auli | Marc’Aurelio Ranzato |

Efficient Nearest Neighbor Language Models EMNLP

Junxian He | Graham Neubig | Taylor Berg-Kirkpatrick |

Dependency Induction Through the Lens of Visual Perception CoNLL EMNLP

Ruisi Su | Shruti Rijhwani | Hao Zhu | Junxian He | Xinyu Wang | Yonatan Bisk | Graham Neubig |

On the Sentence Embeddings from Pre-trained Language Models EMNLP

Bohan Li | Hao Zhou | Junxian He | Mingxuan Wang | Yiming Yang | Lei Li |

A Surprisingly Effective Fix for Deep Latent Variable Modeling of Text EMNLP

Bohan Li | Junxian He | Graham Neubig | Taylor Berg-Kirkpatrick | Yiming Yang |

Choosing Transfer Languages for Cross-Lingual Learning ACL

Yu-Hsiang Lin | Chian-Yu Chen | Jean Lee | Zirui Li | Yuyan Zhang | Mengzhou Xia | Shruti Rijhwani | Junxian He | Zhisong Zhang | Xuezhe Ma | Antonios Anastasopoulos | Patrick Littell | Graham Neubig |

Cross-Lingual Syntactic Transfer through Unsupervised Adaptation of Invertible Projections ACL

Junxian He | Zhisong Zhang | Taylor Berg-Kirkpatrick | Graham Neubig |

Texar: A Modularized, Versatile, and Extensible Toolkit for Text Generation ACL

Zhiting Hu | Haoran Shi | Bowen Tan | Wentao Wang | Zichao Yang | Tiancheng Zhao | Junxian He | Lianhui Qin | Di Wang | Xuezhe Ma | Zhengzhong Liu | Xiaodan Liang | Wanrong Zhu | Devendra Sachan | Eric Xing |

Unsupervised Learning of Syntactic Structure with Invertible Neural Projections EMNLP

Junxian He | Graham Neubig | Taylor Berg-Kirkpatrick |

StructVAE: Tree-structured Latent Variable Models for Semi-supervised Semantic Parsing ACL

Pengcheng Yin | Chunting Zhou | Junxian He | Graham Neubig |

Texar: A Modularized, Versatile, and Extensible Toolbox for Text Generation ACL WS

Zhiting Hu | Zichao Yang | Tiancheng Zhao | Haoran Shi | Junxian He | Di Wang | Xuezhe Ma | Zhengzhong Liu | Xiaodan Liang | Lianhui Qin | Devendra Singh Chaplot | Bowen Tan | Xingjiang Yu | Eric Xing |