jiant: A Software Toolkit for Research on General-Purpose Text Understanding Models ACL

Yada Pruksachatkun | Phil Yeres | Haokun Liu | Jason Phang | Phu Mon Htut | Alex Wang | Ian Tenney | Samuel R. Bowman |

Intermediate-Task Transfer Learning with Pretrained Language Models: When and Why Does It Work? ACL

Yada Pruksachatkun | Jason Phang | Haokun Liu | Phu Mon Htut | Xiaoyi Zhang | Richard Yuanzhe Pang | Clara Vania | Katharina Kann | Samuel R. Bowman |

English Intermediate-Task Training Improves Zero-Shot Cross-Lingual Transfer Too AACL

Jason Phang | Iacer Calixto | Phu Mon Htut | Yada Pruksachatkun | Haokun Liu | Clara Vania | Katharina Kann | Samuel R. Bowman |

Counterfactually-Augmented SNLI Training Data Does Not Yield Better Generalization Than Unaugmented Data EMNLP insights

William Huang | Haokun Liu | Samuel R. Bowman |

BLiMP: The Benchmark of Linguistic Minimal Pairs for English TACL

Alex Warstadt | Alicia Parrish | Haokun Liu | Anhad Mohananey | Wei Peng | Sheng-Fu Wang | Samuel R. Bowman |

Learning Which Features Matter: RoBERTa Acquires a Preference for Linguistic Generalizations (Eventually) EMNLP

Alex Warstadt | Yian Zhang | Xiaocheng Li | Haokun Liu | Samuel R. Bowman |

Precise Task Formalization Matters in Winograd Schema Evaluations EMNLP

Haokun Liu | William Huang | Dhara Mungra | Samuel R. Bowman |

Investigating BERT’s Knowledge of Language: Five Analysis Methods with NPIs EMNLP

Alex Warstadt | Yu Cao | Ioana Grosu | Wei Peng | Hagen Blix | Yining Nie | Anna Alsop | Shikha Bordia | Haokun Liu | Alicia Parrish | Sheng-Fu Wang | Jason Phang | Anhad Mohananey | Phu Mon Htut | Paloma Jeretic | Samuel R. Bowman |

MEMD: A Diversity-Promoting Learning Framework for Short-Text Conversation COLING

Meng Zou | Xihan Li | Haokun Liu | Zhihong Deng |