Prof. Dr. Anne Lauscher

"Effective, Fair, and Inclusive Generative AI: Towards Understanding the Role of Social Factors"

Recently, artificial intelligence has seen tremendous advancements due to the development and use of (multimodal) large language models, large machine learning models pre-trained on large amounts of data. However, while how humans express themselves in language and how they perceive language is largely driven by their individual sociodemographic and sociocultural backgrounds, these language models still only partially account for social aspects. In this talk, I argue that we should consider these social factors more when researching and applying LLMs. Concretely, I will discuss some of our recent works relating to effectiveness, fairness, and inclusiveness, which will serve to illustrate the critical role of social factors for responsible generative artificial intelligence.

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