Did You Mean...? Confidence-based Trade-offs in Semantic Parsing EMNLP

Elias Stengel-Eskin | Benjamin Van Durme |

Calibrated Interpretation: Confidence Estimation in Semantic Parsing TACL

Elias Stengel-Eskin | Benjamin Van Durme |

Why Did the Chicken Cross the Road? Rephrasing and Analyzing Ambiguous Questions in VQA ACL

Elias Stengel-Eskin | Jimena Guallar-Blasco | Yi Zhou | Benjamin Van Durme |

Visual Commonsense in Pretrained Unimodal and Multimodal Models NAACL

Chenyu Zhang | Benjamin Van Durme | Zhuowan Li | Elias Stengel-Eskin |

When More Data Hurts: A Troubling Quirk in Developing Broad-Coverage Natural Language Understanding Systems EMNLP

Elias Stengel-Eskin | Emmanouil Antonios Platanios | Adam Pauls | Sam Thomson | Hao Fang | Benjamin Van Durme | Jason Eisner | Yu Su |

The Curious Case of Control EMNLP

Elias Stengel-Eskin | Benjamin Van Durme |

Human-Model Divergence in the Handling of Vagueness ACL IJCNLP unimplicit

Elias Stengel-Eskin | Jimena Guallar-Blasco | Benjamin Van Durme |

Iterative Paraphrastic Augmentation with Discriminative Span Alignment TACL

Ryan Culkin | J. Edward Hu | Elias Stengel-Eskin | Guanghui Qin | Benjamin Van Durme |

Joint Universal Syntactic and Semantic Parsing TACL

Elias Stengel-Eskin | Kenton Murray | Sheng Zhang | Aaron Steven White | Benjamin Van Durme |

Universal Decompositional Semantic Parsing ACL

Elias Stengel-Eskin | Aaron Steven White | Sheng Zhang | Benjamin Van Durme |

The Universal Decompositional Semantics Dataset and Decomp Toolkit LREC

Aaron Steven White | Elias Stengel-Eskin | Siddharth Vashishtha | Venkata Subrahmanyan Govindarajan | Dee Ann Reisinger | Tim Vieira | Keisuke Sakaguchi | Sheng Zhang | Francis Ferraro | Rachel Rudinger | Kyle Rawlins | Benjamin Van Durme |

A Discriminative Neural Model for Cross-Lingual Word Alignment EMNLP

Elias Stengel-Eskin | Tzu-ray Su | Matt Post | Benjamin Van Durme |