Multilingual Universal Sentence Encoder for Semantic Retrieval ACL

Yinfei Yang | Daniel Cer | Amin Ahmad | Mandy Guo | Jax Law | Noah Constant | Gustavo Hernandez Abrego | Steve Yuan | Chris Tar | Yun-hsuan Sung | Brian Strope | Ray Kurzweil |

Learning a Multi-Domain Curriculum for Neural Machine Translation ACL

Wei Wang | Ye Tian | Jiquan Ngiam | Yinfei Yang | Isaac Caswell | Zarana Parekh |

Self-Supervised Learning for Pairwise Data Refinement AACL

Gustavo Hernandez Abrego | Bowen Liang | Wei Wang | Zarana Parekh | Yinfei Yang | Yunhsuan Sung |

LAReQA: Language-Agnostic Answer Retrieval from a Multilingual Pool EMNLP

Uma Roy | Noah Constant | Rami Al-Rfou | Aditya Barua | Aaron Phillips | Yinfei Yang |

PAWS-X: A Cross-lingual Adversarial Dataset for Paraphrase Identification EMNLP

Yinfei Yang | Yuan Zhang | Chris Tar | Jason Baldridge |

ReQA: An Evaluation for End-to-End Answer Retrieval Models EMNLP WS

Amin Ahmad | Noah Constant | Yinfei Yang | Daniel Cer |

Predicting Annotation Difficulty to Improve Task Routing and Model Performance for Biomedical Information Extraction NAACL

Yinfei Yang | Oshin Agarwal | Chris Tar | Byron C. Wallace | Ani Nenkova |

Learning Cross-Lingual Sentence Representations via a Multi-task Dual-Encoder Model ACL WS

Muthu Chidambaram | Yinfei Yang | Daniel Cer | Steve Yuan | Yunhsuan Sung | Brian Strope | Ray Kurzweil |

Hierarchical Document Encoder for Parallel Corpus Mining ACL WMT WS

Mandy Guo | Yinfei Yang | Keith Stevens | Daniel Cer | Heming Ge | Yun-hsuan Sung | Brian Strope | Ray Kurzweil |

Universal Sentence Encoder for English EMNLP

Daniel Cer | Yinfei Yang | Sheng-yi Kong | Nan Hua | Nicole Limtiaco | Rhomni St. John | Noah Constant | Mario Guajardo-Cespedes | Steve Yuan | Chris Tar | Brian Strope | Ray Kurzweil |

Syntactic Patterns Improve Information Extraction for Medical Search NAACL

Roma Patel | Yinfei Yang | Iain Marshall | Ani Nenkova | Byron Wallace |

Cross-Domain Review Helpfulness Prediction Based on Convolutional Neural Networks with Auxiliary Domain Discriminators NAACL

Cen Chen | Yinfei Yang | Jun Zhou | Xiaolong Li | Forrest Sheng Bao |

A Corpus with Multi-Level Annotations of Patients, Interventions and Outcomes to Support Language Processing for Medical Literature ACL

Benjamin Nye | Junyi Jessy Li | Roma Patel | Yinfei Yang | Iain Marshall | Ani Nenkova | Byron Wallace |

Learning Semantic Textual Similarity from Conversations ACL WS

Yinfei Yang | Steve Yuan | Daniel Cer | Sheng-yi Kong | Noah Constant | Petr Pilar | Heming Ge | Yun-Hsuan Sung | Brian Strope | Ray Kurzweil |

Effective Parallel Corpus Mining using Bilingual Sentence Embeddings EMNLP WMT WS

Mandy Guo | Qinlan Shen | Yinfei Yang | Heming Ge | Daniel Cer | Gustavo Hernandez Abrego | Keith Stevens | Noah Constant | Yun-Hsuan Sung | Brian Strope | Ray Kurzweil |

Aspect Extraction from Product Reviews Using Category Hierarchy Information EACL

Yinfei Yang | Cen Chen | Minghui Qiu | Forrest Bao |

Detecting (Un)Important Content for Single-Document News Summarization EACL

Yinfei Yang | Forrest Bao | Ani Nenkova |

Semantic Analysis and Helpfulness Prediction of Text for Online Product Reviews ACL IJCNLP

Yinfei Yang | Yaowei Yan | Minghui Qiu | Forrest Bao |

Linking Named Entities to Any Database CoNLL EMNLP

Avirup Sil | Ernest Cronin | Penghai Nie | Yinfei Yang | Ana-Maria Popescu | Alexander Yates |