Search Results for author: Zachary Ziegler

Found 3 papers, 1 papers with code

Do We Still Need Clinical Language Models?

no code implementations16 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.

In-Context Learning

A Generative Approach for Mitigating Structural Biases in Natural Language Inference

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.

Natural Language Inference

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