A Suite of Generative Tasks for Multi-Level Multimodal Webpage Understanding EMNLP

Andrea Burns | Krishna Srinivasan | Joshua Ainslie | Geoff Brown | Bryan Plummer | Kate Saenko | Jianmo Ni | Mandy Guo |

RISE: Leveraging Retrieval Techniques for Summarization Evaluation F i n d i n g s - A C L

David Uthus | Jianmo Ni |

Sentence-T5: Scalable Sentence Encoders from Pre-trained Text-to-Text Models ACL Findings

Jianmo Ni | Gustavo Hernandez Abrego | Noah Constant | Ji Ma | Keith Hall | Daniel Cer | Yinfei Yang |

LongT5: Efficient Text-To-Text Transformer for Long Sequences Findings NAACL

Mandy Guo | Joshua Ainslie | David Uthus | Santiago Ontanon | Jianmo Ni | Yun-Hsuan Sung | Yinfei Yang |

Large Dual Encoders Are Generalizable Retrievers EMNLP

Jianmo Ni | Chen Qu | Jing Lu | Zhuyun Dai | Gustavo Hernandez Abrego | Ji Ma | Vincent Zhao | Yi Luan | Keith Hall | Ming-Wei Chang | Yinfei Yang |

SHARE: a System for Hierarchical Assistive Recipe Editing EMNLP

Shuyang Li | Yufei Li | Jianmo Ni | Julian McAuley |

Exploring Dual Encoder Architectures for Question Answering EMNLP

Zhe Dong | Jianmo Ni | Dan Bikel | Enrique Alfonseca | Yuan Wang | Chen Qu | Imed Zitouni |

Multi-stage Training with Improved Negative Contrast for Neural Passage Retrieval EMNLP

Jing Lu | Gustavo Hernandez Abrego | Ji Ma | Jianmo Ni | Yinfei Yang |

Interview: Large-scale Modeling of Media Dialog with Discourse Patterns and Knowledge Grounding EMNLP

Bodhisattwa Prasad Majumder | Shuyang Li | Jianmo Ni | Julian McAuley |

Learning Visual-Semantic Embeddings for Reporting Abnormal Findings on Chest X-rays EMNLP Findings

Jianmo Ni | Chun-Nan Hsu | Amilcare Gentili | Julian McAuley |

Justifying Recommendations using Distantly-Labeled Reviews and Fine-Grained Aspects EMNLP

Jianmo Ni | Jiacheng Li | Julian McAuley |

Scalable and Accurate Dialogue State Tracking via Hierarchical Sequence Generation EMNLP

Liliang Ren | Jianmo Ni | Julian McAuley |

Generating Personalized Recipes from Historical User Preferences EMNLP

Bodhisattwa Prasad Majumder | Shuyang Li | Jianmo Ni | Julian McAuley |

Learning to Attend On Essential Terms: An Enhanced Retriever-Reader Model for Open-domain Question Answering NAACL

Jianmo Ni | Chenguang Zhu | Weizhu Chen | Julian McAuley |

Personalized Review Generation By Expanding Phrases and Attending on Aspect-Aware Representations ACL

Jianmo Ni | Julian McAuley |

Estimating Reactions and Recommending Products with Generative Models of Reviews IJCNLP

Jianmo Ni | Zachary C. Lipton | Sharad Vikram | Julian McAuley |