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Karolina Stanczak

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#natural language process... Preprint Oct 2026

Analyzing Occupational Gender Bias across the LLM Training Lifecycle

Post-training is widely assumed to reduce the social biases language models inherit from pretraining, yet direct evidence for this assumption remains mixed. In this paper, we examine how gender disparities evolve across the language modeling pipeline. In particular, we study occupational gender bias in OLMo 3, a fully...

Manthan Gadhia, A. Hoyle, Karolina Stanczak · 0 citations

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