Probabilistic Assumptions Matter: Improved Models for Distantly-Supervised Document-Level Question Answering ACL

Hao Cheng | Ming-Wei Chang | Kenton Lee | Kristina Toutanova |

Exploring Unexplored Generalization Challenges for Cross-Database Semantic Parsing ACL

Alane Suhr | Ming-Wei Chang | Peter Shaw | Kenton Lee |

High Performance Natural Language Processing EMNLP

Gabriel Ilharco | Cesar Ilharco | Iulia Turc | Tim Dettmers | Felipe Ferreira | Kenton Lee |

CapWAP: Image Captioning with a Purpose EMNLP

Adam Fisch | Kenton Lee | Ming-Wei Chang | Jonathan Clark | Regina Barzilay |

Giving BERT a Calculator: Finding Operations and Arguments with Reading Comprehension EMNLP

Daniel Andor | Luheng He | Kenton Lee | Emily Pitler |

BoolQ: Exploring the Surprising Difficulty of Natural Yes/No Questions NAACL

Christopher Clark | Kenton Lee | Ming-Wei Chang | Tom Kwiatkowski | Michael Collins | Kristina Toutanova |

BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding NAACL

Jacob Devlin | Ming-Wei Chang | Kenton Lee | Kristina Toutanova |

Zero-Shot Entity Linking by Reading Entity Descriptions ACL

Lajanugen Logeswaran | Ming-Wei Chang | Kenton Lee | Kristina Toutanova | Jacob Devlin | Honglak Lee |

Latent Retrieval for Weakly Supervised Open Domain Question Answering ACL

Kenton Lee | Ming-Wei Chang | Kristina Toutanova |

Natural Questions: A Benchmark for Question Answering Research TACL

Tom Kwiatkowski | Jennimaria Palomaki | Olivia Redfield | Michael Collins | Ankur Parikh | Chris Alberti | Danielle Epstein | Illia Polosukhin | Jacob Devlin | Kenton Lee | Kristina Toutanova | Llion Jones | Matthew Kelcey | Ming-Wei Chang | Andrew M. Dai | Jakob Uszkoreit | Quoc Le | Slav Petrov |

Syntactic Scaffolds for Semantic Structures EMNLP

Swabha Swayamdipta | Sam Thomson | Kenton Lee | Luke Zettlemoyer | Chris Dyer | Noah A. Smith |

Deep Contextualized Word Representations NAACL

Matthew Peters | Mark Neumann | Mohit Iyyer | Matt Gardner | Christopher Clark | Kenton Lee | Luke Zettlemoyer |

Higher-Order Coreference Resolution with Coarse-to-Fine Inference NAACL

Kenton Lee | Luheng He | Luke Zettlemoyer |

Jointly Predicting Predicates and Arguments in Neural Semantic Role Labeling ACL

Luheng He | Kenton Lee | Omer Levy | Luke Zettlemoyer |

Long Short-Term Memory as a Dynamically Computed Element-wise Weighted Sum ACL

Omer Levy | Kenton Lee | Nicholas FitzGerald | Luke Zettlemoyer |

End-to-end Neural Coreference Resolution EMNLP

Kenton Lee | Luheng He | Mike Lewis | Luke Zettlemoyer |

Deep Semantic Role Labeling: What Works and What’s Next ACL

Luheng He | Kenton Lee | Mike Lewis | Luke Zettlemoyer |

Global Neural CCG Parsing with Optimality Guarantees EMNLP

Kenton Lee | Mike Lewis | Luke Zettlemoyer |

LSTM CCG Parsing NAACL

Mike Lewis | Kenton Lee | Luke Zettlemoyer |

Event Detection and Factuality Assessment with Non-Expert Supervision EMNLP

Kenton Lee | Yoav Artzi | Yejin Choi | Luke Zettlemoyer |

Broad-coverage CCG Semantic Parsing with AMR EMNLP

Yoav Artzi | Kenton Lee | Luke Zettlemoyer |

Context-dependent Semantic Parsing for Time Expressions ACL

Kenton Lee | Yoav Artzi | Jesse Dodge | Luke Zettlemoyer |