Question and Answer Test-Train Overlap in Open-Domain Question Answering Datasets EACL

Patrick Lewis | Pontus Stenetorp | Sebastian Riedel |

Frequency-Guided Word Substitutions for Detecting Textual Adversarial Examples EACL

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

Benchmarking Machine Reading Comprehension: A Psychological Perspective EACL

Saku Sugawara | Pontus Stenetorp | Akiko Aizawa |

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 |

Controllable Abstractive Dialogue Summarization with Sketch Supervision Findings

Chien-Sheng Wu | Linqing Liu | Wenhao Liu | Pontus Stenetorp | Caiming Xiong |

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 |

Training Adaptive Computation for Open-Domain Question Answering with Computational Constraints ACL IJCNLP

Yuxiang Wu | Pasquale Minervini | Pontus Stenetorp | Sebastian Riedel |

PAQ: 65 Million Probably-Asked Questions and What You Can Do With Them TACL

Patrick Lewis | Yuxiang Wu | Linqing Liu | Pasquale Minervini | Heinrich Küttler | Aleksandra Piktus | Pontus Stenetorp | Sebastian Riedel |