no code implementations • 16 Feb 2023 • Eric Lehman, Evan Hernandez, Diwakar Mahajan, Jonas Wulff, Micah J. Smith, Zachary Ziegler, Daniel Nadler, Peter Szolovits, Alistair Johnson, Emily Alsentzer
To investigate this question, we conduct an extensive empirical analysis of 12 language models, ranging from 220M to 175B parameters, measuring their performance on 3 different clinical tasks that test their ability to parse and reason over electronic health records.
1 code implementation • *SEM (NAACL) 2022 • Dimion Asael, Zachary Ziegler, Yonatan Belinkov
Many natural language inference (NLI) datasets contain biases that allow models to perform well by only using a biased subset of the input, without considering the remainder features.
no code implementations • WS 2019 • Sebastian Gehrmann, Zachary Ziegler, Alex Rush, er
Neural abstractive document summarization is commonly approached by models that exhibit a mostly extractive behavior.