Links, peer-reviewed articles, and what not on social Justice, Equality/equity, Diversity and Inclusion (JEDI). Personal list, not exhaustive, with no particular purpose - to be used at your own risk:
On anti-LGBTQ biases in German and multilingual language models: arXiv:2608.30884 [cs.CL]
LLM and linguistic diversity: arXiv:2502.11266 [cs.CL]
Gender biases and stereotypes in LLMs: Kotek, H., Dockum, R., & Sun, D. Q. (2023); "Gender bias and stereotypes in large language models". In Proceedings of the 2023 ACM Collective Intelligence Conference (pp. 12–24). ACM.