Tricks for Training Sparse Translation Models NAACL

Dheeru Dua | Shruti Bhosale | Vedanuj Goswami | James Cross | Mike Lewis | Angela Fan |

Successive Prompting for Decomposing Complex Questions EMNLP

Dheeru Dua | Shivanshu Gupta | Sameer Singh | Matt Gardner |

Learning with Instance Bundles for Reading Comprehension EMNLP

Dheeru Dua | Pradeep Dasigi | Sameer Singh | Matt Gardner |

Generative Context Pair Selection for Multi-hop Question Answering EMNLP

Dheeru Dua | Cicero Nogueira dos Santos | Patrick Ng | Ben Athiwaratkun | Bing Xiang | Matt Gardner | Sameer Singh |

Benefits of Intermediate Annotations in Reading Comprehension ACL

Dheeru Dua | Sameer Singh | Matt Gardner |

Dynamic Sampling Strategies for Multi-Task Reading Comprehension ACL

Ananth Gottumukkala | Dheeru Dua | Sameer Singh | Matt Gardner |

Evaluating Models’ Local Decision Boundaries via Contrast Sets EMNLP Findings

Matt Gardner | Yoav Artzi | Victoria Basmov | Jonathan Berant | Ben Bogin | Sihao Chen | Pradeep Dasigi | Dheeru Dua | Yanai Elazar | Ananth Gottumukkala | Nitish Gupta | Hannaneh Hajishirzi | Gabriel Ilharco | Daniel Khashabi | Kevin Lin | Jiangming Liu | Nelson F. Liu | Phoebe Mulcaire | Qiang Ning | Sameer Singh | Noah A. Smith | Sanjay Subramanian | Reut Tsarfaty | Eric Wallace | Ally Zhang | Ben Zhou |

Easy, Reproducible and Quality-Controlled Data Collection with CROWDAQ EMNLP

Qiang Ning | Hao Wu | Pradeep Dasigi | Dheeru Dua | Matt Gardner | Robert L. Logan IV | Ana Marasović | Zhen Nie |

Comprehensive Multi-Dataset Evaluation of Reading Comprehension EMNLP WS

Dheeru Dua | Ananth Gottumukkala | Alon Talmor | Matt Gardner | Sameer Singh |

PoMo: Generating Entity-Specific Post-Modifiers in Context NAACL

Jun Seok Kang | Robert Logan | Zewei Chu | Yang Chen | Dheeru Dua | Kevin Gimpel | Sameer Singh | Niranjan Balasubramanian |

DROP: A Reading Comprehension Benchmark Requiring Discrete Reasoning Over Paragraphs NAACL

Dheeru Dua | Yizhong Wang | Pradeep Dasigi | Gabriel Stanovsky | Sameer Singh | Matt Gardner |