To Augment or Not to Augment? A Comparative Study on Text Augmentation Techniques for Low-Resource NLP CL

Gözde Gül Şahin |

Proceedings of the 1st Workshop on Multilingual Representation Learning EMNLP MRL

Duygu Ataman | Alexandra Birch | Alexis Conneau | Orhan Firat | Sebastian Ruder | Gozde Gul Sahin |

PuzzLing Machines: A Challenge on Learning From Small Data ACL

Gözde Gül Şahin | Yova Kementchedjhieva | Phillip Rust | Iryna Gurevych |

LINSPECTOR: Multilingual Probing Tasks for Word Representations CL

Gözde Gül Şahin | Clara Vania | Ilia Kuznetsov | Iryna Gurevych |

LINSPECTOR WEB: A Multilingual Probing Suite for Word Representations EMNLP

Max Eichler | Gözde Gül Şahin | Iryna Gurevych |

Text Processing Like Humans Do: Visually Attacking and Shielding NLP Systems NAACL

Steffen Eger | Gözde Gül Şahin | Andreas Rücklé | Ji-Ung Lee | Claudia Schulz | Mohsen Mesgar | Krishnkant Swarnkar | Edwin Simpson | Iryna Gurevych |

Data Augmentation via Dependency Tree Morphing for Low-Resource Languages EMNLP

Gözde Gül Şahin | Mark Steedman |

Character-Level Models versus Morphology in Semantic Role Labeling ACL

Gözde Gül Şahin | Mark Steedman |