#Bias Detection

Articles (3)

• 🇺🇸 MESD: Detecting and Mitigating Procedural Bias in Intersectional Groups — 17/03/2026 [USA]

  arXiv:2603.13452v1 Announce Type: new Abstract: Research about bias in machine learning has mostly focused on outcome-oriented fairness metrics (e.g., equalized odds) and on a single protected catego...

  Related: #Fairness Algorithms
• 🇺🇸 Automatically Finding Reward Model Biases — 18/02/2026 [USA]

  arXiv:2602.15222v1 Announce Type: cross Abstract: Reward models are central to large language model (LLM) post-training. However, past work has shown that they can reward spurious or undesirable attr...

  Related: #Large Language Models, #Reward Modeling, #AI Safety, #Iterative Machine Learning
• 🇺🇸 Defining and evaluating political bias in LLMs — 09/10/2025 [USA]

  Learn how OpenAI evaluates political bias in ChatGPT through new real-world testing methods that improve objectivity and reduce bias.

  Related: #AI Ethics, #Transparency