Topic: counterfactual

Large Vision-Language Models (LVLMs), while effective in various tasks, can exhibit biased behavior due to social biases in their training data. Researchers propose a method called Counterfactual Ensemble Decoding to mitigate these biases, highlighting the importance of addressing fairness in AI systems.

arxiv.org↗