Mitigating Dataset Harms Requires Stewardship: Lessons from 1000 Papers

6 August 2021

Papers citing "Mitigating Dataset Harms Requires Stewardship: Lessons from 1000 Papers"

14 / 14 papers shown

Title
LicenseGPT: A Fine-tuned Foundation Model for Publicly Available Dataset License Compliance Jingwen Tan Gopi Krishnan Rajbahadur Zi Li Xiangfu Song Jianshan Lin Dan Li Zibin Zheng Ahmed E. Hassan 56 1 0 03 Jan 2025
Interpretable Diffusion via Information Decomposition Xianghao Kong Ollie Liu Han Li Dani Yogatama Greg Ver Steeg 29 21 0 12 Oct 2023
Dissecting Multimodality in VideoQA Transformer Models by Impairing Modality Fusion Isha Rawal Alexander Matyasko Shantanu Jaiswal Basura Fernando Cheston Tan 29 2 0 15 Jun 2023
Fairness and Bias in Truth Discovery Algorithms: An Experimental Analysis Simone Lazier Saravanan Thirumuruganathan Hadis Anahideh 29 3 0 25 Apr 2023
An investigation of licensing of datasets for machine learning based on the GQM model Junyu Chen Norihiro Yoshida Hiroaki Takada 33 2 0 24 Mar 2023
Evaluation for Change Rishi Bommasani ELM 40 0 0 20 Dec 2022
SMAuC -- The Scientific Multi-Authorship Corpus Janek Bevendorff Philipp Sauer Lukas Gienapp Wolfgang Kircheis Erik Korner Benno Stein Martin Potthast 27 0 0 04 Nov 2022
Labeling instructions matter in biomedical image analysis Tim Radsch Annika Reinke V. Weru M. Tizabi Nicholas Schreck A. Emre Kavur Bunyamin Pekdemir T. Ross A. Kopp-Schneider Lena Maier-Hein 25 53 0 20 Jul 2022
Qualitative Analysis for Human Centered AI Orestis Papakyriakopoulos E. A. Watkins Amy A. Winecoff Klaudia Ja'zwiñska Tithi Chattopadhyay 41 8 0 07 Dec 2021
SynthBio: A Case Study in Human-AI Collaborative Curation of Text Datasets Ann Yuan Daphne Ippolito Vitaly Nikolaev Chris Callison-Burch Andy Coenen Sebastian Gehrmann SyDa 112 20 0 11 Nov 2021
SoK: Machine Learning Governance Varun Chandrasekaran Hengrui Jia Anvith Thudi Adelin Travers Mohammad Yaghini Nicolas Papernot 43 16 0 20 Sep 2021
One Label, One Billion Faces: Usage and Consistency of Racial Categories in Computer Vision Zaid Khan Y. Fu 155 51 0 03 Feb 2021
Masked Face Recognition Dataset and Application Zhongyuan Wang Guangcheng Wang Baojin Huang Zhangyang Xiong Q. Hong ... Yingjiao Pei Heling Chen Yu Miao Zhibing Huang Ji Liang CVBM 114 416 0 20 Mar 2020
Deep Facial Expression Recognition: A Survey Shan Li Weihong Deng 151 1,283 0 23 Apr 2018