Discourse Understanding and Factual Consistency in Abstractive Summarization EACL

Saadia Gabriel | Antoine Bosselut | Jeff Da | Ari Holtzman | Jan Buys | Kyle Lo | Asli Celikyilmaz | Yejin Choi |

QA-GNN: Reasoning with Language Models and Knowledge Graphs for Question Answering NAACL

Michihiro Yasunaga | Hongyu Ren | Antoine Bosselut | Percy Liang | Jure Leskovec |

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

Liwei Jiang | Antoine Bosselut | Chandra Bhagavatula | Yejin Choi |

The GEM Benchmark: Natural Language Generation, its Evaluation and Metrics ACL GEM IJCNLP

Sebastian Gehrmann | Tosin Adewumi | Karmanya Aggarwal | Pawan Sasanka Ammanamanchi | Anuoluwapo Aremu | Antoine Bosselut | Khyathi Raghavi Chandu | Miruna-Adriana Clinciu | Dipanjan Das | Kaustubh Dhole | Wanyu Du | Esin Durmus | Ondřej Dušek | Chris Chinenye Emezue | Varun Gangal | Cristina Garbacea | Tatsunori Hashimoto | Yufang Hou | Yacine Jernite | Harsh Jhamtani | Yangfeng Ji | Shailza Jolly | Mihir Kale | Dhruv Kumar | Faisal Ladhak | Aman Madaan | Mounica Maddela | Khyati Mahajan | Saad Mahamood | Bodhisattwa Prasad Majumder | Pedro Henrique Martins | Angelina McMillan-Major | Simon Mille | Emiel van Miltenburg | Moin Nadeem | Shashi Narayan | Vitaly Nikolaev | Andre Niyongabo Rubungo | Salomey Osei | Ankur Parikh | Laura Perez-Beltrachini | Niranjan Ramesh Rao | Vikas Raunak | Juan Diego Rodriguez | Sashank Santhanam | João Sedoc | Thibault Sellam | Samira Shaikh | Anastasia Shimorina | Marco Antonio Sobrevilla Cabezudo | Hendrik Strobelt | Nishant Subramani | Wei Xu | Diyi Yang | Akhila Yerukola | Jiawei Zhou |

Proceedings of the 1st Workshop on Natural Language Generation, Evaluation, and Metrics (GEM 2021) ACL GEM IJCNLP

Antoine Bosselut | Esin Durmus | Varun Prashant Gangal | Sebastian Gehrmann | Yacine Jernite | Laura Perez-Beltrachini | Samira Shaikh | Wei Xu |

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 |

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 |

Conversational Multi-Hop Reasoning with Neural Commonsense Knowledge and Symbolic Logic Rules EMNLP

Forough Arabshahi | Jennifer Lee | Antoine Bosselut | Yejin Choi | Tom Mitchell |

Commonsense Reasoning for Natural Language Processing ACL

Maarten Sap | Vered Shwartz | Antoine Bosselut | Yejin Choi | Dan Roth |

The Amazing World of Neural Language Generation EMNLP

Yangfeng Ji | Antoine Bosselut | Thomas Wolf | Asli Celikyilmaz |

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 |

Everything Happens for a Reason: Discovering the Purpose of Actions in Procedural Text EMNLP

Bhavana Dalvi | Niket Tandon | Antoine Bosselut | Wen-tau Yih | Peter Clark |

Counterfactual Story Reasoning and Generation EMNLP

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

WIQA: A dataset for “What if...” reasoning over procedural text EMNLP

Niket Tandon | Bhavana Dalvi | Keisuke Sakaguchi | Peter Clark | Antoine Bosselut |

Be Consistent! Improving Procedural Text Comprehension using Label Consistency NAACL

Xinya Du | Bhavana Dalvi | Niket Tandon | Antoine Bosselut | Wen-tau Yih | Peter Clark | Claire Cardie |

COMET: Commonsense Transformers for Automatic Knowledge Graph Construction ACL

Antoine Bosselut | Hannah Rashkin | Maarten Sap | Chaitanya Malaviya | Asli Celikyilmaz | Yejin Choi |

Proceedings of the Workshop on Methods for Optimizing and Evaluating Neural Language Generation NAACL WS

Antoine Bosselut | Asli Celikyilmaz | Marjan Ghazvininejad | Srinivasan Iyer | Urvashi Khandelwal | Hannah Rashkin | Thomas Wolf |

Reasoning about Actions and State Changes by Injecting Commonsense Knowledge EMNLP

Niket Tandon | Bhavana Dalvi | Joel Grus | Wen-tau Yih | Antoine Bosselut | Peter Clark |

Discourse-Aware Neural Rewards for Coherent Text Generation NAACL

Antoine Bosselut | Asli Celikyilmaz | Xiaodong He | Jianfeng Gao | Po-Sen Huang | Yejin Choi |

Deep Communicating Agents for Abstractive Summarization NAACL

Asli Celikyilmaz | Antoine Bosselut | Xiaodong He | Yejin Choi |

Learning to Write with Cooperative Discriminators ACL

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

Modeling Naive Psychology of Characters in Simple Commonsense Stories ACL

Hannah Rashkin | Antoine Bosselut | Maarten Sap | Kevin Knight | Yejin Choi |

Learning Prototypical Event Structure from Photo Albums ACL

Antoine Bosselut | Jianfu Chen | David Warren | Hannaneh Hajishirzi | Yejin Choi |