Evaluating Models’ Local Decision Boundaries via Contrast Sets EMNLP Findings

Matt Gardner | Yoav Artzi | Victoria Basmov | Jonathan Berant | Ben Bogin | Sihao Chen | Pradeep Dasigi | Dheeru Dua | Yanai Elazar | Ananth Gottumukkala | Nitish Gupta | Hannaneh Hajishirzi | Gabriel Ilharco | Daniel Khashabi | Kevin Lin | Jiangming Liu | Nelson F. Liu | Phoebe Mulcaire | Qiang Ning | Sameer Singh | Noah A. Smith | Sanjay Subramanian | Reut Tsarfaty | Eric Wallace | Ally Zhang | Ben Zhou |

Proceedings of Second Workshop for NLP Open Source Software (NLP-OSS) EMNLP NLPOSS

Eunjeong L. Park | Masato Hagiwara | Dmitrijs Milajevs | Nelson F. Liu | Geeticka Chauhan | Liling Tan |

Quoref: A Reading Comprehension Dataset with Questions Requiring Coreferential Reasoning EMNLP

Pradeep Dasigi | Nelson F. Liu | Ana Marasovic | Noah A. Smith | Matt Gardner |

Linguistic Knowledge and Transferability of Contextual Representations NAACL

Nelson F. Liu | Matt Gardner | Yonatan Belinkov | Matthew E. Peters | Noah A. Smith |

Inoculation by Fine-Tuning: A Method for Analyzing Challenge Datasets NAACL

Nelson F. Liu | Roy Schwartz | Noah A. Smith |

Barack’s Wife Hillary: Using Knowledge Graphs for Fact-Aware Language Modeling ACL

Robert Logan | Nelson F. Liu | Matthew E. Peters | Matt Gardner | Sameer Singh |

Discovering Phonesthemes with Sparse Regularization NAACL SCLeM WS

Nelson F. Liu | Gina-Anne Levow | Noah A. Smith |

AllenNLP: A Deep Semantic Natural Language Processing Platform ACL WS

Matt Gardner | Joel Grus | Mark Neumann | Oyvind Tafjord | Pradeep Dasigi | Nelson F. Liu | Matthew Peters | Michael Schmitz | Luke Zettlemoyer |

LSTMs Exploit Linguistic Attributes of Data ACL WS

Nelson F. Liu | Omer Levy | Roy Schwartz | Chenhao Tan | Noah A. Smith |

Crowdsourcing Multiple Choice Science Questions WNUT WS

Johannes Welbl | Nelson F. Liu | Matt Gardner |