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 |

ACCoRD: A Multi-Document Approach to Generating Diverse Descriptions of Scientific Concepts EMNLP

Sonia Murthy | Kyle Lo | Daniel King | Chandra Bhagavatula | Bailey Kuehl | Sophie Johnson | Jonathan Borchardt | Daniel Weld | Tom Hope | Doug Downey |

Maieutic Prompting: Logically Consistent Reasoning with Recursive Explanations EMNLP

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

“I’m Not Mad”: Commonsense Implications of Negation and Contradiction NAACL

Liwei Jiang | Antoine Bosselut | 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 |

proScript: Partially Ordered Scripts Generation EMNLP Findings

Keisuke Sakaguchi | Chandra Bhagavatula | Ronan Le Bras | Niket Tandon | Peter Clark | 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 |

Unsupervised Commonsense Question Answering with Self-Talk EMNLP

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

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 |

Generative Data Augmentation for Commonsense Reasoning EMNLP Findings

Yiben Yang | Chaitanya Malaviya | Jared Fernandez | Swabha Swayamdipta | Ronan Le Bras | Ji-Ping Wang | Chandra Bhagavatula | Yejin Choi | Doug Downey |

CommonGen: A Constrained Text Generation Challenge for Generative Commonsense Reasoning EMNLP Findings

Bill Yuchen Lin | Wangchunshu Zhou | Ming Shen | Pei Zhou | Chandra Bhagavatula | Yejin Choi | Xiang Ren |

Natural Language Rationales with Full-Stack Visual Reasoning: From Pixels to Semantic Frames to Commonsense Graphs EMNLP Findings

Ana Marasović | Chandra Bhagavatula | Jae sung Park | Ronan Le Bras | Noah A. Smith | Yejin Choi |

Cosmos QA: Machine Reading Comprehension with Contextual Commonsense Reasoning EMNLP

Lifu Huang | Ronan Le Bras | Chandra Bhagavatula | Yejin Choi |

Counterfactual Story Reasoning and Generation EMNLP

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

Content-Based Citation Recommendation NAACL

Chandra Bhagavatula | Sergey Feldman | Russell Power | Waleed Ammar |

Construction of the Literature Graph in Semantic Scholar NAACL

Waleed Ammar | Dirk Groeneveld | Chandra Bhagavatula | Iz Beltagy | Miles Crawford | Doug Downey | Jason Dunkelberger | Ahmed Elgohary | Sergey Feldman | Vu Ha | Rodney Kinney | Sebastian Kohlmeier | Kyle Lo | Tyler Murray | Hsu-Han Ooi | Matthew Peters | Joanna Power | Sam Skjonsberg | Lucy Wang | Chris Wilhelm | Zheng Yuan | Madeleine van Zuylen | Oren Etzioni |

Ontology alignment in the biomedical domain using entity definitions and context ACL WS

Lucy Wang | Chandra Bhagavatula | Mark Neumann | Kyle Lo | Chris Wilhelm | Waleed Ammar |

Semi-supervised sequence tagging with bidirectional language models ACL

Matthew Peters | Waleed Ammar | Chandra Bhagavatula | Russell Power |

The AI2 system at SemEval-2017 Task 10 (ScienceIE): semi-supervised end-to-end entity and relation extraction *SEMEVAL

Waleed Ammar | Matthew Peters | Chandra Bhagavatula | Russell Power |

Efficient Methods for Inferring Large Sparse Topic Hierarchies ACL IJCNLP

Doug Downey | Chandra Bhagavatula | Yi Yang |

Adding High-Precision Links to Wikipedia EMNLP

Thanapon Noraset | Chandra Bhagavatula | Doug Downey |