Challenging BIG-Bench Tasks and Whether Chain-of-Thought Can Solve Them F i n d i n g s - A C L

Mirac Suzgun | Nathan Scales | Nathanael Schärli | Sebastian Gehrmann | Yi Tay | Hyung Won Chung | Aakanksha Chowdhery | Quoc Le | Ed Chi | Denny Zhou | Jason Wei |

Inverse Scaling Can Become U-Shaped EMNLP

Jason Wei | Najoung Kim | Yi Tay | Quoc Le |

Transcending Scaling Laws with 0.1% Extra Compute EMNLP

Yi Tay | Jason Wei | Hyung Chung | Vinh Tran | David So | Siamak Shakeri | Xavier Garcia | Steven Zheng | Jinfeng Rao | Aakanksha Chowdhery | Denny Zhou | Donald Metzler | Slav Petrov | Neil Houlsby | Quoc Le | Mostafa Dehghani |

A Recipe for Arbitrary Text Style Transfer with Large Language Models ACL

Emily Reif | Daphne Ippolito | Ann Yuan | Andy Coenen | Chris Callison-Burch | Jason Wei |

Text Augmentation in a Multi-Task View EACL

Jason Wei | Chengyu Huang | Shiqi Xu | Soroush Vosoughi |

Few-Shot Text Classification with Triplet Networks, Data Augmentation, and Curriculum Learning NAACL

Jason Wei | Chengyu Huang | Soroush Vosoughi | Yu Cheng | Shiqi Xu |

Linguistic Complexity Loss in Text-Based Therapy NAACL

Jason Wei | Kelly Finn | Emma Templeton | Thalia Wheatley | Soroush Vosoughi |

Frequency Effects on Syntactic Rule Learning in Transformers EMNLP

Jason Wei | Dan Garrette | Tal Linzen | Ellie Pavlick |

A Survey of Data Augmentation Approaches for NLP Findings

Steven Y. Feng | Varun Gangal | Jason Wei | Sarath Chandar | Soroush Vosoughi | Teruko Mitamura | Eduard Hovy |

Good-Enough Example Extrapolation EMNLP

Jason Wei |

Language Model Augmented Relevance Score ACL IJCNLP

Ruibo Liu | Jason Wei | Soroush Vosoughi |

Modulating Language Models with Emotions Findings

Ruibo Liu | Jason Wei | Chenyan Jia | Soroush Vosoughi |

A Cognitive Regularizer for Language Modeling ACL IJCNLP

Jason Wei | Clara Meister | Ryan Cotterell |

An Empirical Survey of Unsupervised Text Representation Methods on Twitter Data EMNLP WNUT

Lili Wang | Chongyang Gao | Jason Wei | Weicheng Ma | Ruibo Liu | Soroush Vosoughi |

EDA: Easy Data Augmentation Techniques for Boosting Performance on Text Classification Tasks EMNLP

Jason Wei | Kai Zou |