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cs.CL2025
Mechanistic evaluation of Transformers and state space models
Aryaman Arora, Neil Rathi, Nikil Roashan Selvam +3
State space models (SSMs) for language modelling promise an efficient and performant alternative to quadratic-attention Transformers, yet show variable performance on recalling bas…
cs.CL2022★ 1 cited
The Tail Wagging the Dog: Dataset Construction Biases of Social Bias Benchmarks
Nikil Roashan Selvam, Sunipa Dev, Daniel Khashabi +2
How reliably can we trust the scores obtained from social bias benchmarks as faithful indicators of problematic social biases in a given language model? In this work, we study this…