Redwood: Using Collision Detection to Grow a Large-Scale Intent Classification Dataset SIGDIAL

Stefan Larson | Kevin Leach |

LSOIE: A Large-Scale Dataset for Supervised Open Information Extraction EACL

Jacob Solawetz | Stefan Larson |

Inconsistencies in Crowdsourced Slot-Filling Annotations: A Typology and Identification Methods COLING

Stefan Larson | Adrian Cheung | Anish Mahendran | Kevin Leach | Jonathan K. Kummerfeld |

Iterative Feature Mining for Constraint-Based Data Collection to Increase Data Diversity and Model Robustness EMNLP

Stefan Larson | Anthony Zheng | Anish Mahendran | Rishi Tekriwal | Adrian Cheung | Eric Guldan | Kevin Leach | Jonathan K. Kummerfeld |

Data Query Language and Corpus Tools for Slot-Filling and Intent Classification Data LREC

Stefan Larson | Eric Guldan | Kevin Leach |

An Evaluation Dataset for Intent Classification and Out-of-Scope Prediction EMNLP

Stefan Larson | Anish Mahendran | Joseph J. Peper | Christopher Clarke | Andrew Lee | Parker Hill | Jonathan K. Kummerfeld | Kevin Leach | Michael A. Laurenzano | Lingjia Tang | Jason mars |

Outlier Detection for Improved Data Quality and Diversity in Dialog Systems NAACL

Stefan Larson | Anish Mahendran | Andrew Lee | Jonathan K. Kummerfeld | Parker Hill | Michael A. Laurenzano | Johann Hauswald | Lingjia Tang | Jason Mars |