Label Semantic Aware Pre-training for Few-shot Text Classification ACL

Aaron Mueller | Jason Krone | Salvatore Romeo | Saab Mansour | Elman Mansimov | Yi Zhang | Dan Roth |

On the Robustness of Intent Classification and Slot Labeling in Goal-oriented Dialog Systems to Real-world Noise EMNLP NLP4ConvAI

Sailik Sengupta | Jason Krone | Saab Mansour |

Soft Layer Selection with Meta-Learning for Zero-Shot Cross-Lingual Transfer ACL IJCNLP MetaNLP

Weijia Xu | Batool Haider | Jason Krone | Saab Mansour |

Learning to Classify Intents and Slot Labels Given a Handful of Examples ACL NLP4ConvAI WS

Jason Krone | Yi Zhang | Mona Diab |

Augmented Natural Language for Generative Sequence Labeling EMNLP

Ben Athiwaratkun | Cicero Nogueira dos Santos | Jason Krone | Bing Xiang |

Multi-Domain Goal-Oriented Dialogues (MultiDoGO): Strategies toward Curating and Annotating Large Scale Dialogue Data EMNLP

Denis Peskov | Nancy Clarke | Jason Krone | Brigi Fodor | Yi Zhang | Adel Youssef | Mona Diab |