How to encode arbitrarily complex morphology in word embeddings, no corpus needed COLING FieldMatters WS

Lane Schwartz | Coleman Haley | Francis Tyers |

Morphology Matters: A Multilingual Language Modeling Analysis TACL

Hyunji Hayley Park | Katherine J. Zhang | Coleman Haley | Kenneth Steimel | Han Liu | Lane Schwartz |

Structural Biases for Improving Transformers on Translation into Morphologically Rich Languages MTSummit

Paul Soulos | Sudha Rao | Caitlin Smith | Eric Rosen | Asli Celikyilmaz | R. Thomas McCoy | Yichen Jiang | Coleman Haley | Roland Fernandez | Hamid Palangi | Jianfeng Gao | Paul Smolensky |

Invertible Tree Embeddings using a Cryptographic Role Embedding Scheme COLING

Coleman Haley | Paul Smolensky |

This is a BERT. Now there are several of them. Can they generalize to novel words? BlackboxNLP EMNLP

Coleman Haley |