Language (Technology) is Power: A Critical Survey of “Bias” in NLP ACL

Su Lin Blodgett | Solon Barocas | Hal Daumé III | Hanna Wallach |

Quantifying the Semantic Core of Gender Systems EMNLP

Adina Williams | Damian Blasi | Lawrence Wolf-Sonkin | Hanna Wallach | Ryan Cotterell |

Combining Sentiment Lexica with a Multi-View Variational Autoencoder NAACL

Alexander Miserlis Hoyle | Lawrence Wolf-Sonkin | Hanna Wallach | Ryan Cotterell | Isabelle Augenstein |

What’s in a Name? Reducing Bias in Bios without Access to Protected Attributes NAACL

Alexey Romanov | Maria De-Arteaga | Hanna Wallach | Jennifer Chayes | Christian Borgs | Alexandra Chouldechova | Sahin Geyik | Krishnaram Kenthapadi | Anna Rumshisky | Adam Kalai |

Counterfactual Data Augmentation for Mitigating Gender Stereotypes in Languages with Rich Morphology ACL

Ran Zmigrod | Sebastian J. Mielke | Hanna Wallach | Ryan Cotterell |

Unsupervised Discovery of Gendered Language through Latent-Variable Modeling ACL

Alexander Miserlis Hoyle | Lawrence Wolf-Sonkin | Hanna Wallach | Isabelle Augenstein | Ryan Cotterell |

Proceedings of the First ACL Workshop on Ethics in Natural Language Processing EthNLP WS

Dirk Hovy | Shannon Spruit | Margaret Mitchell | Emily M. Bender | Michael Strube | Hanna Wallach |

Detecting and Characterizing Events EMNLP

Allison Chaney | Hanna Wallach | Matthew Connelly | David Blei |

Bag of What? Simple Noun Phrase Extraction for Text Analysis NLP+CSS WS

Abram Handler | Matthew Denny | Hanna Wallach | Brendan O’Connor |

Optimizing Semantic Coherence in Topic Models EMNLP

David Mimno | Hanna Wallach | Edmund Talley | Miriam Leenders | Andrew McCallum |

Polylingual Topic Models EMNLP

David Mimno | Hanna M. Wallach | Jason Naradowsky | David A. Smith | Andrew McCallum |