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Cross-Care: Assessing the Healthcare Implications of Pre-training Data
  on Language Model Bias

Cross-Care: Assessing the Healthcare Implications of Pre-training Data on Language Model Bias

9 May 2024
Shan Chen
Jack Gallifant
Mingye Gao
Pedro Moreira
Nikolaj Munch
Ajay Muthukkumar
Arvind Rajan
Jaya Kolluri
Amelia Fiske
Janna Hastings
Hugo J. W. L. Aerts
Brian Anthony
Leo Anthony Celi
William G. La Cava
Danielle S. Bitterman
ArXivPDFHTML

Papers citing "Cross-Care: Assessing the Healthcare Implications of Pre-training Data on Language Model Bias"

6 / 6 papers shown
Title
Measuring Implicit Bias in Explicitly Unbiased Large Language Models
Measuring Implicit Bias in Explicitly Unbiased Large Language Models
Xuechunzi Bai
Angelina Wang
Ilia Sucholutsky
Thomas L. Griffiths
85
27
0
06 Feb 2024
Paloma: A Benchmark for Evaluating Language Model Fit
Paloma: A Benchmark for Evaluating Language Model Fit
Ian H. Magnusson
Akshita Bhagia
Valentin Hofmann
Luca Soldaini
A. Jha
...
Iz Beltagy
Hanna Hajishirzi
Noah A. Smith
Kyle Richardson
Jesse Dodge
132
21
0
16 Dec 2023
Unveiling A Core Linguistic Region in Large Language Models
Unveiling A Core Linguistic Region in Large Language Models
Jun Zhao
Zhihao Zhang
Yide Ma
Qi Zhang
Tao Gui
Luhui Gao
Xuanjing Huang
59
5
0
23 Oct 2023
The Pile: An 800GB Dataset of Diverse Text for Language Modeling
The Pile: An 800GB Dataset of Diverse Text for Language Modeling
Leo Gao
Stella Biderman
Sid Black
Laurence Golding
Travis Hoppe
...
Horace He
Anish Thite
Noa Nabeshima
Shawn Presser
Connor Leahy
AIMat
242
1,977
0
31 Dec 2020
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language
  Understanding
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding
Alex Jinpeng Wang
Amanpreet Singh
Julian Michael
Felix Hill
Omer Levy
Samuel R. Bowman
ELM
294
6,927
0
20 Apr 2018
Efficient Estimation of Word Representations in Vector Space
Efficient Estimation of Word Representations in Vector Space
Tomáš Mikolov
Kai Chen
G. Corrado
J. Dean
3DV
228
29,632
0
16 Jan 2013
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