The Right Tool for the Job: Matching Model and Instance Complexities ACL

Roy Schwartz | Gabriel Stanovsky | Swabha Swayamdipta | Jesse Dodge | Noah A. Smith |

Don’t Stop Pretraining: Adapt Language Models to Domains and Tasks ACL

Suchin Gururangan | Ana Marasović | Swabha Swayamdipta | Kyle Lo | Iz Beltagy | Doug Downey | Noah A. Smith |

Dataset Cartography: Mapping and Diagnosing Datasets with Training Dynamics EMNLP

Swabha Swayamdipta | Roy Schwartz | Nicholas Lourie | Yizhong Wang | Hannaneh Hajishirzi | Noah A. Smith | Yejin Choi |

Generative Data Augmentation for Commonsense Reasoning EMNLP Findings

Yiben Yang | Chaitanya Malaviya | Jared Fernandez | Swabha Swayamdipta | Ronan Le Bras | Ji-Ping Wang | Chandra Bhagavatula | Yejin Choi | Doug Downey |

Transfer Learning in Natural Language Processing NAACL

Sebastian Ruder | Matthew E. Peters | Swabha Swayamdipta | Thomas Wolf |

Frame Semantics across Languages: Towards a Multilingual FrameNet COLING

Collin Baker | Michael Ellsworth | Miriam R. L. Petruck | Swabha Swayamdipta |

Syntactic Scaffolds for Semantic Structures EMNLP

Swabha Swayamdipta | Sam Thomson | Kenton Lee | Luke Zettlemoyer | Chris Dyer | Noah A. Smith |

Learning Joint Semantic Parsers from Disjoint Data NAACL

Hao Peng | Sam Thomson | Swabha Swayamdipta | Noah A. Smith |

Annotation Artifacts in Natural Language Inference Data NAACL

Suchin Gururangan | Swabha Swayamdipta | Omer Levy | Roy Schwartz | Samuel Bowman | Noah A. Smith |

Polyglot Semantic Role Labeling ACL

Phoebe Mulcaire | Swabha Swayamdipta | Noah A. Smith |

Greedy, Joint Syntactic-Semantic Parsing with Stack LSTMs CoNLL

Swabha Swayamdipta | Miguel Ballesteros | Chris Dyer | Noah A. Smith |

A Dependency Parser for Tweets EMNLP

Lingpeng Kong | Nathan Schneider | Swabha Swayamdipta | Archna Bhatia | Chris Dyer | Noah A. Smith |

CMU: Arc-Factored, Discriminative Semantic Dependency Parsing *SEMEVAL

Sam Thomson | Brendan O’Connor | Jeffrey Flanigan | David Bamman | Jesse Dodge | Swabha Swayamdipta | Nathan Schneider | Chris Dyer | Noah A. Smith |

The CMU Machine Translation Systems at WMT 2014 WMT WS

Austin Matthews | Waleed Ammar | Archna Bhatia | Weston Feely | Greg Hanneman | Eva Schlinger | Swabha Swayamdipta | Yulia Tsvetkov | Alon Lavie | Chris Dyer |