Fine-tuning Encoders for Improved Monolingual and Zero-shot Polylingual Neural Topic Modeling NAACL

Aaron Mueller | Mark Dredze |

Causal Analysis of Syntactic Agreement Mechanisms in Neural Language Models ACL IJCNLP

Matthew Finlayson | Aaron Mueller | Sebastian Gehrmann | Stuart Shieber | Tal Linzen | Yonatan Belinkov |

Decoding Methods for Neural Narrative Generation ACL GEM IJCNLP

Alexandra DeLucia | Aaron Mueller | Xiang Lisa Li | João Sedoc |

Cross-Linguistic Syntactic Evaluation of Word Prediction Models ACL

Aaron Mueller | Garrett Nicolai | Panayiota Petrou-Zeniou | Natalia Talmina | Tal Linzen |

An Analysis of Massively Multilingual Neural Machine Translation for Low-Resource Languages LREC

Aaron Mueller | Garrett Nicolai | Arya D. McCarthy | Dylan Lewis | Winston Wu | David Yarowsky |

The Johns Hopkins University Bible Corpus: 1600+ Tongues for Typological Exploration LREC

Arya D. McCarthy | Rachel Wicks | Dylan Lewis | Aaron Mueller | Winston Wu | Oliver Adams | Garrett Nicolai | Matt Post | David Yarowsky |

Fine-grained Morphosyntactic Analysis and Generation Tools for More Than One Thousand Languages LREC

Garrett Nicolai | Dylan Lewis | Arya D. McCarthy | Aaron Mueller | Winston Wu | David Yarowsky |

Modeling Color Terminology Across Thousands of Languages EMNLP

Arya D. McCarthy | Winston Wu | Aaron Mueller | William Watson | David Yarowsky |

Quantity doesn’t buy quality syntax with neural language models EMNLP

Marten van Schijndel | Aaron Mueller | Tal Linzen |

Sentence-Level Adaptation for Low-Resource Neural Machine Translation WS

Aaron Mueller | Yash Kumar Lal |