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 |

A Survey of Deep Learning for Mathematical Reasoning ACL

Pan Lu | Liang Qiu | Wenhao Yu | Sean Welleck | Kai-Wei Chang |

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 |

Prompt Waywardness: The Curious Case of Discretized Interpretation of Continuous Prompts NAACL

Daniel Khashabi | Xinxi Lyu | Sewon Min | Lianhui Qin | Kyle Richardson | Sean Welleck | Hannaneh Hajishirzi | Tushar Khot | Ashish Sabharwal | Sameer Singh | 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 |

LILA: A Unified Benchmark for Mathematical Reasoning EMNLP

Swaroop Mishra | Matthew Finlayson | Pan Lu | Leonard Tang | Sean Welleck | Chitta Baral | Tanmay Rajpurohit | Oyvind Tafjord | Ashish Sabharwal | Peter Clark | Ashwin Kalyan |

Maieutic Prompting: Logically Consistent Reasoning with Recursive Explanations EMNLP

Jaehun Jung | Lianhui Qin | Sean Welleck | Faeze Brahman | Chandra Bhagavatula | Ronan Le Bras | Yejin Choi |

Rainier: Reinforced Knowledge Introspector for Commonsense Question Answering EMNLP

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

Mode recovery in neural autoregressive sequence modeling ACL IJCNLP spnlp

Ilia Kulikov | Sean Welleck | Kyunghyun Cho |

Don’t Say That! Making Inconsistent Dialogue Unlikely with Unlikelihood Training ACL

Margaret Li | Stephen Roller | Ilia Kulikov | Sean Welleck | Y-Lan Boureau | Kyunghyun Cho | Jason Weston |

Consistency of a Recurrent Language Model With Respect to Incomplete Decoding EMNLP

Sean Welleck | Ilia Kulikov | Jaedeok Kim | Richard Yuanzhe Pang | Kyunghyun Cho |

Dialogue Natural Language Inference ACL

Sean Welleck | Jason Weston | Arthur Szlam | Kyunghyun Cho |

Sequential Graph Dependency Parser RANLP

Sean Welleck | Kyunghyun Cho |