431 citations · 857 across the 69 of their papers we have counts for
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Large language models converge toward human-like concept organization
Mathias Lykke Gammelgaard, Jonathan Gabel Christiansen, Anders Søgaard
Large language models show human-like performance in knowledge extraction, reasoning and dialogue, but it remains controversial whether this performance is best explained by memori…
Exploring the Unfairness of DP-SGD Across Settings
Frederik Noe, Rasmus Herskind, Anders Søgaard
End users and regulators require private and fair artificial intelligence models, but previous work suggests these objectives may be at odds. We use the CivilComments to evaluate t…
Revisiting Methods for Finding Influential Examples
Karthikeyan K, Anders Søgaard
Several instance-based explainability methods for finding influential training examples for test-time decisions have been proposed recently, including Influence Functions, TraceIn,…