Noise Robust Named Entity Understanding for Voice Assistants NAACL

Deepak Muralidharan | Joel Ruben Antony Moniz | Sida Gao | Xiao Yang | Justine Kao | Stephen Pulman | Atish Kothari | Ray Shen | Yinying Pan | Vivek Kaul | Mubarak Seyed Ibrahim | Gang Xiang | Nan Dun | Yidan Zhou | Andy O | Yuan Zhang | Pooja Chitkara | Xuan Wang | Alkesh Patel | Kushal Tayal | Roger Zheng | Peter Grasch | Jason D Williams | Lin Li |

Few-shot Intent Classification and Slot Filling with Retrieved Examples NAACL

Dian Yu | Luheng He | Yuan Zhang | Xinya Du | Panupong Pasupat | Qi Li |

Controllable Semantic Parsing via Retrieval Augmentation EMNLP

Panupong Pasupat | Yuan Zhang | Kelvin Guu |

QA-Driven Zero-shot Slot Filling with Weak Supervision Pretraining ACL IJCNLP

Xinya Du | Luheng He | Qi Li | Dian Yu | Panupong Pasupat | Yuan Zhang |

LIT Team’s System Description for Japanese-Chinese Machine Translation Task in IWSLT 2020 ACL IWSLT WS

Yimeng Zhuang | Yuan Zhang | Lijie Wang |

Mapping Natural Language Instructions to Mobile UI Action Sequences ACL

Yang Li | Jiacong He | Xin Zhou | Yuan Zhang | Jason Baldridge |

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

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

Large-Scale Representation Learning from Visually Grounded Untranscribed Speech CoNLL

Gabriel Ilharco | Yuan Zhang | Jason Baldridge |

PAWS: Paraphrase Adversaries from Word Scrambling NAACL

Yuan Zhang | Jason Baldridge | Luheng He |

Tree Communication Models for Sentiment Analysis ACL

Yuan Zhang | Yue Zhang |

A Fast, Compact, Accurate Model for Language Identification of Codemixed Text EMNLP

Yuan Zhang | Jason Riesa | Daniel Gillick | Anton Bakalov | Jason Baldridge | David Weiss |

evision PDF of 'Points, Paths, and Playscapes: Large-scale Spatial Language Understanding Tasks Set in the Real World NAACL SpLU WS

Jason Baldridge | Tania Bedrax-Weiss | Daphne Luong | Srini Narayanan | Bo Pang | Fernando Pereira | Radu Soricut | Michael Tseng | Yuan Zhang |

Aspect-augmented Adversarial Networks for Domain Adaptation TACL

Yuan Zhang | Regina Barzilay | Tommi Jaakkola |

Ten Pairs to Tag – Multilingual POS Tagging via Coarse Mapping between Embeddings NAACL

Yuan Zhang | David Gaddy | Regina Barzilay | Tommi Jaakkola |

Stack-propagation: Improved Representation Learning for Syntax ACL

Yuan Zhang | David Weiss |

Hierarchical Low-Rank Tensors for Multilingual Transfer Parsing EMNLP

Yuan Zhang | Regina Barzilay |

Randomized Greedy Inference for Joint Segmentation, POS Tagging and Dependency Parsing NAACL

Yuan Zhang | Chengtao Li | Regina Barzilay | Kareem Darwish |

High-Order Low-Rank Tensors for Semantic Role Labeling NAACL

Tao Lei | Yuan Zhang | Lluís Màrquez | Alessandro Moschitti | Regina Barzilay |

Greed is Good if Randomized: New Inference for Dependency Parsing EMNLP

Yuan Zhang | Tao Lei | Regina Barzilay | Tommi Jaakkola |

Steps to Excellence: Simple Inference with Refined Scoring of Dependency Trees ACL

Yuan Zhang | Tao Lei | Regina Barzilay | Tommi Jaakkola | Amir Globerson |

Low-Rank Tensors for Scoring Dependency Structures ACL

Tao Lei | Yu Xin | Yuan Zhang | Regina Barzilay | Tommi Jaakkola |

Transfer Learning for Constituency-Based Grammars ACL

Yuan Zhang | Regina Barzilay | Amir Globerson |

Learning to Map into a Universal POS Tagset CoNLL EMNLP

Yuan Zhang | Roi Reichart | Regina Barzilay | Amir Globerson |