Null It Out: Guarding Protected Attributes by Iterative Nullspace Projection ACL

Shauli Ravfogel | Yanai Elazar | Hila Gonen | Michael Twiton | Yoav Goldberg |

The Extraordinary Failure of Complement Coercion Crowdsourcing EMNLP insights

Yanai Elazar | Victoria Basmov | Shauli Ravfogel | Yoav Goldberg | Reut Tsarfaty |

Do Language Embeddings capture Scales? EMNLP Findings

Xikun Zhang | Deepak Ramachandran | Ian Tenney | Yanai Elazar | Dan Roth |

Do Language Embeddings capture Scales? BlackboxNLP EMNLP

Xikun Zhang | Deepak Ramachandran | Ian Tenney | Yanai Elazar | Dan Roth |

oLMpics-On What Language Model Pre-training Captures TACL

Alon Talmor | Yanai Elazar | Yoav Goldberg | Jonathan Berant |

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 |

It’s not Greek to mBERT: Inducing Word-Level Translations from Multilingual BERT BlackboxNLP EMNLP

Hila Gonen | Shauli Ravfogel | Yanai Elazar | Yoav Goldberg |

Unsupervised Distillation of Syntactic Information from Contextualized Word Representations BlackboxNLP EMNLP

Shauli Ravfogel | Yanai Elazar | Jacob Goldberger | Yoav Goldberg |

Adversarial Removal of Demographic Attributes Revisited EMNLP

Maria Barrett | Yova Kementchedjhieva | Yanai Elazar | Desmond Elliott | Anders Søgaard |

How Large Are Lions? Inducing Distributions over Quantitative Attributes ACL

Yanai Elazar | Abhijit Mahabal | Deepak Ramachandran | Tania Bedrax-Weiss | Dan Roth |

Where’s My Head? Definition, Data Set, and Models for Numeric Fused-Head Identification and Resolution TACL

Yanai Elazar | Yoav Goldberg |

Adversarial Removal of Demographic Attributes from Text Data EMNLP

Yanai Elazar | Yoav Goldberg |