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 |

STEER: Unified Style Transfer with Expert Reinforcement F i n d i n g s - E M N L P

Skyler Hallinan | Faeze Brahman | Ximing Lu | Jaehun Jung | Sean Welleck | 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 |

ClarifyDelphi: Reinforced Clarification Questions with Defeasibility Rewards for Social and Moral Situations ACL

Valentina Pyatkin | Jena D. Hwang | Vivek Srikumar | Ximing Lu | Liwei Jiang | Yejin Choi | Chandra Bhagavatula |

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 |

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 |

Connecting the Dots between Audio and Text without Parallel Data through Visual Knowledge Transfer NAACL

Yanpeng Zhao | Jack Hessel | Youngjae Yu | Ximing Lu | Rowan Zellers | Yejin Choi |

Twist Decoding: Diverse Generators Guide Each Other EMNLP

Jungo Kasai | Keisuke Sakaguchi | Ronan Le Bras | Hao Peng | Ximing Lu | Dragomir Radev | Yejin Choi | Noah A. Smith |

Rainier: Reinforced Knowledge Introspector for Commonsense Question Answering EMNLP

Jiacheng Liu | Skyler Hallinan | Ximing Lu | Pengfei He | Sean Welleck | Hannaneh Hajishirzi | Yejin Choi |

ProsocialDialog: A Prosocial Backbone for Conversational Agents EMNLP

Hyunwoo Kim | Youngjae Yu | Liwei Jiang | Ximing Lu | Daniel Khashabi | Gunhee Kim | Yejin Choi | Maarten Sap |

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 |

DExperts: Decoding-Time Controlled Text Generation with Experts and Anti-Experts ACL IJCNLP

Alisa Liu | Maarten Sap | Ximing Lu | Swabha Swayamdipta | Chandra Bhagavatula | Noah A. Smith | 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 |

On-the-Fly Attention Modulation for Neural Generation Findings

Yue Dong | Chandra Bhagavatula | Ximing Lu | Jena D. Hwang | Antoine Bosselut | Jackie Chi Kit Cheung | Yejin Choi |