SODA: Million-scale Dialogue Distillation with Social Commonsense Contextualization EMNLP

Hyunwoo Kim | Jack Hessel | Liwei Jiang | Peter West | Ximing Lu | Youngjae Yu | Pei Zhou | Ronan Bras | Malihe Alikhani | Gunhee Kim | Maarten Sap | Yejin Choi |

NovaCOMET: Open Commonsense Foundation Models with Symbolic Knowledge Distillation F i n d i n g s - E M N L P

Peter West | Ronan Bras | Taylor Sorensen | Bill Lin | Liwei Jiang | Ximing Lu | Khyathi Chandu | Jack Hessel | Ashutosh Baheti | Chandra Bhagavatula | Yejin Choi |

We’re Afraid Language Models Aren’t Modeling Ambiguity EMNLP

Alisa Liu | Zhaofeng Wu | Julian Michael | Alane Suhr | Peter West | Alexander Koller | Swabha Swayamdipta | Noah Smith | Yejin Choi |

Inference-Time Policy Adapters (IPA): Tailoring Extreme-Scale LMs without Fine-tuning EMNLP

Ximing Lu | Faeze Brahman | Peter West | Jaehun Jung | Khyathi Chandu | Abhilasha Ravichander | Prithviraj Ammanabrolu | Liwei Jiang | Sahana Ramnath | Nouha Dziri | Jillian Fisher | Bill Lin | Skyler Hallinan | Lianhui Qin | Xiang Ren | Sean Welleck | Yejin Choi |

Minding Language Models’ (Lack of) Theory of Mind: A Plug-and-Play Multi-Character Belief Tracker ACL

Melanie Sclar | Sachin Kumar | Peter West | Alane Suhr | Yejin Choi | Yulia Tsvetkov |

I2D2: Inductive Knowledge Distillation with NeuroLogic and Self-Imitation ACL

Chandra Bhagavatula | Jena D. Hwang | Doug Downey | Ronan Le Bras | Ximing Lu | Lianhui Qin | Keisuke Sakaguchi | Swabha Swayamdipta | Peter West | Yejin Choi |

Generated Knowledge Prompting for Commonsense Reasoning ACL

Jiacheng Liu | Alisa Liu | Ximing Lu | Sean Welleck | Peter West | Ronan Le Bras | Yejin Choi | Hannaneh Hajishirzi |

Probing Factually Grounded Content Transfer with Factual Ablation ACL Findings

Peter West | Chris Quirk | Michel Galley | Yejin Choi |

Symbolic Knowledge Distillation: from General Language Models to Commonsense Models NAACL

Peter West | Chandra Bhagavatula | Jack Hessel | Jena Hwang | Liwei Jiang | Ronan Le Bras | Ximing Lu | Sean Welleck | Yejin Choi |

NeuroLogic A*esque Decoding: Constrained Text Generation with Lookahead Heuristics NAACL

Ximing Lu | Sean Welleck | Peter West | Liwei Jiang | Jungo Kasai | Daniel Khashabi | Ronan Le Bras | Lianhui Qin | Youngjae Yu | Rowan Zellers | Noah Smith | Yejin Choi |

Referee: Reference-Free Sentence Summarization with Sharper Controllability through Symbolic Knowledge Distillation EMNLP

Melanie Sclar | Peter West | Sachin Kumar | Yulia Tsvetkov | Yejin Choi |

NeuroLogic Decoding: (Un)supervised Neural Text Generation with Predicate Logic Constraints NAACL

Ximing Lu | Peter West | Rowan Zellers | Ronan Le Bras | Chandra Bhagavatula | 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 |

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

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

Unsupervised Commonsense Question Answering with Self-Talk EMNLP

Vered Shwartz | Peter West | Ronan Le Bras | Chandra Bhagavatula | Yejin Choi |

Back to the Future: Unsupervised Backprop-based Decoding for Counterfactual and Abductive Commonsense Reasoning EMNLP

Lianhui Qin | Vered Shwartz | Peter West | Chandra Bhagavatula | Jena D. Hwang | Ronan Le Bras | Antoine Bosselut | Yejin Choi |

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

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