DEMix Layers: Disentangling Domains for Modular Language Modeling NAACL

Suchin Gururangan | Mike Lewis | Ari Holtzman | Noah Smith | Luke Zettlemoyer |

Rethinking the Role of Demonstrations: What Makes In-Context Learning Work? EMNLP

Sewon Min | Xinxi Lyu | Ari Holtzman | Mikel Artetxe | Mike Lewis | Hannaneh Hajishirzi | Luke Zettlemoyer |

Discourse Understanding and Factual Consistency in Abstractive Summarization EACL

Saadia Gabriel | Antoine Bosselut | Jeff Da | Ari Holtzman | Jan Buys | Kyle Lo | Asli Celikyilmaz | Yejin Choi |

TuringAdvice: A Generative and Dynamic Evaluation of Language Use NAACL

Rowan Zellers | Ari Holtzman | Elizabeth Clark | Lianhui Qin | Ali Farhadi | Yejin Choi |

Reflective Decoding: Beyond Unidirectional Generation with Off-the-Shelf Language Models ACL IJCNLP

Peter West | Ximing Lu | Ari Holtzman | Chandra Bhagavatula | Jena D. Hwang | Yejin Choi |

PIGLeT: Language Grounding Through Neuro-Symbolic Interaction in a 3D World ACL IJCNLP

Rowan Zellers | Ari Holtzman | Matthew Peters | Roozbeh Mottaghi | Aniruddha Kembhavi | Ali Farhadi | Yejin Choi |

Surface Form Competition: Why the Highest Probability Answer Isn’t Always Right EMNLP

Ari Holtzman | Peter West | Vered Shwartz | Yejin Choi | Luke Zettlemoyer |

CLIPScore: A Reference-free Evaluation Metric for Image Captioning EMNLP

Jack Hessel | Ari Holtzman | Maxwell Forbes | Ronan Le Bras | Yejin Choi |

Experience Grounds Language EMNLP

Yonatan Bisk | Ari Holtzman | Jesse Thomason | Jacob Andreas | Yoshua Bengio | Joyce Chai | Mirella Lapata | Angeliki Lazaridou | Jonathan May | Aleksandr Nisnevich | Nicolas Pinto | Joseph Turian |

BottleSum: Unsupervised and Self-supervised Sentence Summarization using the Information Bottleneck Principle EMNLP

Peter West | Ari Holtzman | Jan Buys | Yejin Choi |

Counterfactual Story Reasoning and Generation EMNLP

Lianhui Qin | Antoine Bosselut | Ari Holtzman | Chandra Bhagavatula | Elizabeth Clark | Yejin Choi |

HellaSwag: Can a Machine Really Finish Your Sentence? ACL

Rowan Zellers | Ari Holtzman | Yonatan Bisk | Ali Farhadi | Yejin Choi |

Sounding Board: A User-Centric and Content-Driven Social Chatbot NAACL

Hao Fang | Hao Cheng | Maarten Sap | Elizabeth Clark | Ari Holtzman | Yejin Choi | Noah A. Smith | Mari Ostendorf |

Learning to Write with Cooperative Discriminators ACL

Ari Holtzman | Jan Buys | Maxwell Forbes | Antoine Bosselut | David Golub | Yejin Choi |

Connotation Frames of Power and Agency in Modern Films EMNLP

Maarten Sap | Marcella Cindy Prasettio | Ari Holtzman | Hannah Rashkin | Yejin Choi |