Large language models are few-shot clinical information extractors EMNLP

Monica Agrawal | Stefan Hegselmann | Hunter Lang | Yoon Kim | David Sontag |

CLIP: A Dataset for Extracting Action Items for Physicians from Hospital Discharge Notes ACL IJCNLP

James Mullenbach | Yada Pruksachatkun | Sean Adler | Jennifer Seale | Jordan Swartz | Greg McKelvey | Hui Dai | Yi Yang | David Sontag |

On Dual Decomposition and Linear Programming Relaxations for Natural Language Processing EMNLP

Alexander M. Rush | David Sontag | Michael Collins | Tommi Jaakkola |

Dual Decomposition for Parsing with Non-Projective Head Automata EMNLP

Terry Koo | Alexander M. Rush | Michael Collins | Tommi Jaakkola | David Sontag |