Unsupervised Slot Schema Induction for Task-oriented Dialog NAACL

Dian Yu | Mingqiu Wang | Yuan Cao | Izhak Shafran | Laurent Shafey | Hagen Soltau |

Knowledge-grounded Dialog State Tracking F i n d i n g s - E M N L P

Dian Yu | Mingqiu Wang | Yuan Cao | Laurent El Shafey | Izhak Shafran | Hagen Soltau |

Proceedings of the First Workshop on Natural Language Processing for Medical Conversations ACL NLPMC WS

Parminder Bhatia | Steven Lin | Rashmi Gangadharaiah | Byron Wallace | Izhak Shafran | Chaitanya Shivade | Nan Du | Mona Diab |

The Medical Scribe: Corpus Development and Model Performance Analyses LREC

Izhak Shafran | Nan Du | Linh Tran | Amanda Perry | Lauren Keyes | Mark Knichel | Ashley Domin | Lei Huang | Yu-hui Chen | Gang Li | Mingqiu Wang | Laurent El Shafey | Hagen Soltau | Justin Stuart Paul |

Learning to Infer Entities, Properties and their Relations from Clinical Conversations EMNLP

Nan Du | Mingqiu Wang | Linh Tran | Gang Lee | Izhak Shafran |

Audio De-identification - a New Entity Recognition Task NAACL

Ido Cohn | Itay Laish | Genady Beryozkin | Gang Li | Izhak Shafran | Idan Szpektor | Tzvika Hartman | Avinatan Hassidim | Yossi Matias |

Extracting Symptoms and their Status from Clinical Conversations ACL

Nan Du | Kai Chen | Anjuli Kannan | Linh Tran | Yuhui Chen | Izhak Shafran |

Applications of Lexicographic Semirings to Problems in Speech and Language Processing CL

Richard Sproat | Mahsa Yarmohammadi | Izhak Shafran | Brian Roark |

Detecting Health Related Discussions in Everyday Telephone Conversations for Studying Medical Events in the Lives of Older Adults BioNLP WS

Golnar Sheikhshab | Izhak Shafran | Jeffrey Kaye |

Discriminative Joint Modeling of Lexical Variation and Acoustic Confusion for Automated Narrative Retelling Assessment NAACL

Maider Lehr | Izhak Shafran | Emily Prud’hommeaux | Brian Roark |

Hello, Who is Calling?: Can Words Reveal the Social Nature of Conversations? NAACL

Anthony Stark | Izhak Shafran | Jeffrey Kaye |

Lexicographic Semirings for Exact Automata Encoding of Sequence Models ACL

Brian Roark | Richard Sproat | Izhak Shafran |

SParseval: Evaluation Metrics for Parsing Speech LREC

Brian Roark | Mary Harper | Eugene Charniak | Bonnie Dorr | Mark Johnson | Jeremy Kahn | Yang Liu | Mari Ostendorf | John Hale | Anna Krasnyanskaya | Matthew Lease | Izhak Shafran | Matthew Snover | Robin Stewart | Lisa Yung |

PCFGs with Syntactic and Prosodic Indicators of Speech Repairs ACL COLING

John Hale | Izhak Shafran | Lisa Yung | Bonnie J. Dorr | Mary Harper | Anna Krasnyanskaya | Matthew Lease | Yang Liu | Brian Roark | Matthew Snover | Robin Stewart |

Corrective Models for Speech Recognition of Inflected Languages EMNLP WS

Izhak Shafran | Keith Hall |