ETC: Encoding Long and Structured Inputs in Transformers EMNLP

Joshua Ainslie | Santiago Ontanon | Chris Alberti | Vaclav Cvicek | Zachary Fisher | Philip Pham | Anirudh Ravula | Sumit Sanghai | Qifan Wang | Li Yang |

Data Weighted Training Strategies for Grammatical Error Correction TACL

Jared Lichtarge | Chris Alberti | Shankar Kumar |

Fusion of Detected Objects in Text for Visual Question Answering EMNLP

Chris Alberti | Jeffrey Ling | Michael Collins | David Reitter |

Corpora Generation for Grammatical Error Correction NAACL

Jared Lichtarge | Chris Alberti | Shankar Kumar | Noam Shazeer | Niki Parmar | Simon Tong |

Synthetic QA Corpora Generation with Roundtrip Consistency ACL

Chris Alberti | Daniel Andor | Emily Pitler | Jacob Devlin | Michael Collins |

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 |

Globally Normalized Transition-Based Neural Networks ACL

Daniel Andor | Chris Alberti | David Weiss | Aliaksei Severyn | Alessandro Presta | Kuzman Ganchev | Slav Petrov | Michael Collins |

Improved Transition-Based Parsing and Tagging with Neural Networks EMNLP

Chris Alberti | David Weiss | Greg Coppola | Slav Petrov |

Structured Training for Neural Network Transition-Based Parsing ACL IJCNLP

David Weiss | Chris Alberti | Michael Collins | Slav Petrov |