ALERT: Adapt Language Models to Reasoning Tasks ACL

Ping Yu | Tianlu Wang | Olga Golovneva | Badr AlKhamissi | Siddharth Verma | Zhijing Jin | Gargi Ghosh | Mona Diab | Asli Celikyilmaz |

Gender Biases in Automatic Evaluation Metrics for Image Captioning EMNLP

Haoyi Qiu | Zi-Yi Dou | Tianlu Wang | Asli Celikyilmaz | Nanyun Peng |

Understanding In-Context Learning via Supportive Pretraining Data ACL

Xiaochuang Han | Daniel Simig | Todor Mihaylov | Yulia Tsvetkov | Asli Celikyilmaz | Tianlu Wang |

Identifying and Mitigating Spurious Correlations for Improving Robustness in NLP Models Findings NAACL

Tianlu Wang | Rohit Sridhar | Diyi Yang | Xuezhi Wang |

Text Characterization Toolkit (TCT) AACL IJCNLP

Daniel Simig | Tianlu Wang | Verna Dankers | Peter Henderson | Khuyagbaatar Batsuren | Dieuwke Hupkes | Mona Diab |

Few-shot Learning with Multilingual Generative Language Models EMNLP

Xi Victoria Lin | Todor Mihaylov | Mikel Artetxe | Tianlu Wang | Shuohui Chen | Daniel Simig | Myle Ott | Naman Goyal | Shruti Bhosale | Jingfei Du | Ramakanth Pasunuru | Sam Shleifer | Punit Singh Koura | Vishrav Chaudhary | Brian O’Horo | Jeff Wang | Luke Zettlemoyer | Zornitsa Kozareva | Mona Diab | Veselin Stoyanov | Xian Li |

Visual News: Benchmark and Challenges in News Image Captioning EMNLP

Fuxiao Liu | Yinghan Wang | Tianlu Wang | Vicente Ordonez |

Double-Hard Debias: Tailoring Word Embeddings for Gender Bias Mitigation ACL

Tianlu Wang | Xi Victoria Lin | Nazneen Fatema Rajani | Bryan McCann | Vicente Ordonez | Caiming Xiong |

CAT-Gen: Improving Robustness in NLP Models via Controlled Adversarial Text Generation EMNLP

Tianlu Wang | Xuezhi Wang | Yao Qin | Ben Packer | Kang Li | Jilin Chen | Alex Beutel | Ed Chi |

Gender Bias in Contextualized Word Embeddings NAACL

Jieyu Zhao | Tianlu Wang | Mark Yatskar | Ryan Cotterell | Vicente Ordonez | Kai-Wei Chang |

Gender Bias in Coreference Resolution: Evaluation and Debiasing Methods NAACL

Jieyu Zhao | Tianlu Wang | Mark Yatskar | Vicente Ordonez | Kai-Wei Chang |

Men Also Like Shopping: Reducing Gender Bias Amplification using Corpus-level Constraints EMNLP

Jieyu Zhao | Tianlu Wang | Mark Yatskar | Vicente Ordonez | Kai-Wei Chang |

Name Tagging for Low-resource Incident Languages based on Expectation-driven Learning NAACL

Boliang Zhang | Xiaoman Pan | Tianlu Wang | Ashish Vaswani | Heng Ji | Kevin Knight | Daniel Marcu |