Moral Stories: Situated Reasoning about Norms, Intents, Actions, and their Consequences EMNLP

Denis Emelin | Ronan Le Bras | Jena D. Hwang | Maxwell Forbes | Yejin Choi |

Edited Media Understanding Frames: Reasoning About the Intent and Implications of Visual Misinformation ACL IJCNLP

Jeff Da | Maxwell Forbes | Rowan Zellers | Anthony Zheng | Jena D. Hwang | Antoine Bosselut | Yejin Choi |

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

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

Thinking Like a Skeptic: Defeasible Inference in Natural Language EMNLP Findings

Rachel Rudinger | Vered Shwartz | Jena D. Hwang | Chandra Bhagavatula | Maxwell Forbes | Ronan Le Bras | Noah A. Smith | Yejin Choi |

Social Chemistry 101: Learning to Reason about Social and Moral Norms EMNLP

Maxwell Forbes | Jena D. Hwang | Vered Shwartz | Maarten Sap | Yejin Choi |

Neural Naturalist: Generating Fine-Grained Image Comparisons EMNLP

Maxwell Forbes | Christine Kaeser-Chen | Piyush Sharma | Serge Belongie |

Learning to Write with Cooperative Discriminators ACL

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

Verb Physics: Relative Physical Knowledge of Actions and Objects ACL

Maxwell Forbes | Yejin Choi |