We need to talk about random seeds

24 October 2022

Papers citing "We need to talk about random seeds"

6 / 6 papers shown

Title
Assessing the Macro and Micro Effects of Random Seeds on Fine-Tuning Large Language Models Hao Zhou Guergana Savova Lijing Wang 41 0 0 10 Mar 2025
Explanation sensitivity to the randomness of large language models: the case of journalistic text classification Jérémie Bogaert Marie-Catherine de Marneffe Antonin Descampe Louis Escouflaire Cedrick Fairon François-Xavier Standaert 19 1 0 07 Oct 2024
Better than Random: Reliable NLG Human Evaluation with Constrained Active Sampling Jie Ruan Xiao Pu Mingqi Gao Xiaojun Wan Yuesheng Zhu 33 3 0 12 Jun 2024
A Cascaded Neural Network System For Rating Student Performance In Surgical Knot Tying Simulation Yunzhe Xue Olanrewaju A Eletta J. Ady Nell M. Patel Advaith Bongu Usman Roshan 16 1 0 09 Dec 2023
On The Impact of Machine Learning Randomness on Group Fairness Prakhar Ganesh Hong Chang Martin Strobel Reza Shokri FaML 16 30 0 09 Jul 2023
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 6,950 0 20 Apr 2018