A Survey on Data Quality Dimensions and Tools for Machine Learning

28 June 2024

Papers citing "A Survey on Data Quality Dimensions and Tools for Machine Learning"

6 / 6 papers shown

Title
Unleashing the Power of Data Tsunami: A Comprehensive Survey on Data Assessment and Selection for Instruction Tuning of Language Models Yulei Qin Yuncheng Yang Pengcheng Guo Gang Li Hang Shao Yuchen Shi Zihan Xu Yun Gu Ke Li Xing Sun ALM 81 11 0 31 Dec 2024
Data-Efficient Contrastive Language-Image Pretraining: Prioritizing Data Quality over Quantity Siddharth Joshi Arnav Jain Ali Payani Baharan Mirzasoleiman VLM CLIP 31 8 0 18 Mar 2024
The METRIC-framework for assessing data quality for trustworthy AI in medicine: a systematic review Daniel Schwabe Katinka Becker Martin Seyferth Andreas Klass Tobias Schäffter 21 19 0 21 Feb 2024
On the Impact of Data Quality on Image Classification Fairness Aki Barry Lei Han Gianluca Demartini 33 4 0 02 May 2023
Harnessing the Power of LLMs in Practice: A Survey on ChatGPT and Beyond Jingfeng Yang Hongye Jin Ruixiang Tang Xiaotian Han Qizhang Feng Haoming Jiang Bing Yin Xia Hu LM&MA 123 593 0 26 Apr 2023
Data Augmentation Approaches in Natural Language Processing: A Survey Bohan Li Yutai Hou Wanxiang Che 119 269 0 05 Oct 2021