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Are LLMs classical or nonmonotonic reasoners? Lessons from generics
Quantifying Context Mixing in Transformers
Reclaiming AI as a theoretical tool for cognitive science
Dealing with semantic underspecification in multimodal NLP
How robust and reliable can we expect language models to be?
Which stereotypes do search engines come with?

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CERTAIN consists of a diverse group of researchers with various backgrounds. What unites us is our interest in developing explainable and responsible AI. Feel free to contact us or learn more about what we do.

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Going beyond a mathematical investigation of bias

A version of this blog post first appeared on When researchers study how biased language models are, they generally approach this in a mathematical or statistical way. For example,...