Dynabench: Rethinking Benchmarking in NLP NAACL

Douwe Kiela | Max Bartolo | Yixin Nie | Divyansh Kaushik | Atticus Geiger | Zhengxuan Wu | Bertie Vidgen | Grusha Prasad | Amanpreet Singh | Pratik Ringshia | Zhiyi Ma | Tristan Thrush | Sebastian Riedel | Zeerak Waseem | Pontus Stenetorp | Robin Jia | Mohit Bansal | Christopher Potts | Adina Williams |

Contrasting Human- and Machine-Generated Word-Level Adversarial Examples for Text Classification EMNLP

Maximilian Mozes | Max Bartolo | Pontus Stenetorp | Bennett Kleinberg | Lewis Griffin |

Improving Question Answering Model Robustness with Synthetic Adversarial Data Generation EMNLP

Max Bartolo | Tristan Thrush | Robin Jia | Sebastian Riedel | Pontus Stenetorp | Douwe Kiela |

Beat the AI: Investigating Adversarial Human Annotation for Reading Comprehension TACL

Max Bartolo | Alastair Roberts | Johannes Welbl | Sebastian Riedel | Pontus Stenetorp |

Undersensitivity in Neural Reading Comprehension EMNLP Findings

Johannes Welbl | Pasquale Minervini | Max Bartolo | Pontus Stenetorp | Sebastian Riedel |

Interpretation of Natural Language Rules in Conversational Machine Reading EMNLP

Marzieh Saeidi | Max Bartolo | Patrick Lewis | Sameer Singh | Tim Rocktäschel | Mike Sheldon | Guillaume Bouchard | Sebastian Riedel |