How is Real-World Gender Bias Reflected in Language Models?

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Alexander Theus, Javier Rando, Rita Sevastjanova, Mennatallah El-Assady

 View presentation:2022-10-17T20:45:00ZGMT-0600Change your timezone on the schedule page
2022-10-17T20:45:00Z

Exemplar figure, described by caption below — How is Real-World Gender Bias Reflected in Language Models? Javier Rando, Alexander Theus, Rita Sevastjanova, Menna El-Assady This work explores what language models have learned about gender as it relates to professions. Does their output align with real-world demographics?

The live footage of the talk, including the Q&A, can be viewed on the session page, VISxAI: Session 2, Session 3, Closing.

Abstract