Influence Scores at Scale for Efficient Language Data Sampling

27 November 2023

Papers citing "Influence Scores at Scale for Efficient Language Data Sampling"

7 / 7 papers shown

Title
TarDiff: Target-Oriented Diffusion Guidance for Synthetic Electronic Health Record Time Series Generation Bowen Deng Chang Xu H. Li Yuhao Huang Min Hou Jiang Bian MedIm 38 0 0 24 Apr 2025
Enhancing Training Data Attribution for Large Language Models with Fitting Error Consideration Kangxi Wu Liang Pang Huawei Shen Xueqi Cheng TDI 23 0 0 02 Oct 2024
Sexism Detection on a Data Diet Rabiraj Bandyopadhyay Dennis Assenmacher J. Alonso-Moral Claudia Wagner 33 0 0 07 Jun 2024
Metadata Archaeology: Unearthing Data Subsets by Leveraging Training Dynamics Shoaib Ahmed Siddiqui Nitarshan Rajkumar Tegan Maharaj David M. Krueger Sara Hooker 30 27 0 20 Sep 2022
$Understanding Dataset Difficulty with $\mathcal{V}$-Usable Information$ Understanding Dataset Difficulty with $\mathcal{V}$ -Usable Information Kawin Ethayarajh Yejin Choi Swabha Swayamdipta 159 157 0 16 Oct 2021
Estimating Example Difficulty Using Variance of Gradients Chirag Agarwal Daniel D'souza Sara Hooker 190 105 0 26 Aug 2020
Scaling Laws for Neural Language Models Jared Kaplan Sam McCandlish T. Henighan Tom B. Brown B. Chess R. Child Scott Gray Alec Radford Jeff Wu Dario Amodei 226 4,424 0 23 Jan 2020