From 87d87e9d78a67ff1476af259e4e93ed08a48e40f Mon Sep 17 00:00:00 2001 From: Matteo Meucci Date: Mon, 17 Nov 2025 22:23:14 +0100 Subject: [PATCH] Update AITG-APP-10_Testing_for_Content_Bias.md --- Document/content/tests/AITG-APP-10_Testing_for_Content_Bias.md | 2 ++ 1 file changed, 2 insertions(+) diff --git a/Document/content/tests/AITG-APP-10_Testing_for_Content_Bias.md b/Document/content/tests/AITG-APP-10_Testing_for_Content_Bias.md index 6805560..0428eb3 100644 --- a/Document/content/tests/AITG-APP-10_Testing_for_Content_Bias.md +++ b/Document/content/tests/AITG-APP-10_Testing_for_Content_Bias.md @@ -94,3 +94,5 @@ AI-generated outputs must: - Bias in Large Language Models: Origin, Evaluation, and Mitigation - Guo, Yufei, Muzhe Guo, Juntao Su, Zhou Yang, Mengqiu Zhu, Hongfei Li, Mengyang Qiu, and Shuo Shuo Liu. [arXiv preprint arXiv:2411.10915](https://arxiv.org/abs/2411.10915) - On Formalizing Fairness in Prediction with Machine Learning arXiv preprint - Gajane, Pratik, and Mykola Pechenizkiy [arXiv:1710.0318](https://arxiv.org/abs/1710.03184) - LLMs recognise bias but also reproduce harmful stereotypes: an analysis of bias in leading LLMs - [Giskard](https://www.giskard.ai/knowledge/llms-recognise-bias-but-also-reproduce-harmful-stereotypes) +- HELM-Safety bias-related tests - Stanford University - [Link](https://crfm.stanford.edu/helm/safety/latest/) +- BIG-Bench - bias-related tests - [Link](https://github.com/google/BIG-bench/tree/main/bigbench/benchmark_tasks/bias_from_probabilities)