ReCOGS: How Incidental Details of a Logical Form Overshadow an Evaluation of Semantic Interpretation TACL

Zhengxuan Wu | Christopher D. Manning | Christopher Potts |

Inducing Character-level Structure in Subword-based Language Models with Type-level Interchange Intervention Training F i n d i n g s - A C L

Jing Huang | Zhengxuan Wu | Kyle Mahowald | Christopher Potts |

Rigorously Assessing Natural Language Explanations of Neurons BlackboxNLP WS

Jing Huang | Atticus Geiger | Karel D’Oosterlinck | Zhengxuan Wu | Christopher Potts |

MQuAKE: Assessing Knowledge Editing in Language Models via Multi-Hop Questions EMNLP

Zexuan Zhong | Zhengxuan Wu | Christopher Manning | Christopher Potts | Danqi Chen |

Oolong: Investigating What Makes Transfer Learning Hard with Controlled Studies EMNLP

Zhengxuan Wu | Alex Tamkin | Isabel Papadimitriou |

Identifying the Limits of Cross-Domain Knowledge Transfer for Pretrained Models ACL RepL4NLP

Zhengxuan Wu | Nelson F. Liu | Christopher Potts |

Causal Distillation for Language Models NAACL

Zhengxuan Wu | Atticus Geiger | Joshua Rozner | Elisa Kreiss | Hanson Lu | Thomas Icard | Christopher Potts | Noah Goodman |

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 |

DynaSent: A Dynamic Benchmark for Sentiment Analysis ACL IJCNLP

Christopher Potts | Zhengxuan Wu | Atticus Geiger | Douwe Kiela |

Structured Self-AttentionWeights Encode Semantics in Sentiment Analysis BlackboxNLP EMNLP

Zhengxuan Wu | Thanh-Son Nguyen | Desmond Ong |