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cs.LG2026
Forgetting is Not Erasure: Recovering Latent Knowledge via Transport Keys
Archie Chaudhury
Catastrophic forgetting is often framed as a representational problem: after sequential training, a model appears to lose the features that supported performance on earlier tasks.…
cs.LG2025
Alignment is Localized: A Causal Probe into Preference Layers
Archie Chaudhury
Reinforcement Learning frameworks, particularly those utilizing human annotations, have become an increasingly popular method for preference fine-tuning, where the outputs of a lan…
cs.LG2025
But what is your honest answer? Aiding LLM-judges with honest alternatives using steering vectors
Leon Eshuijs, Archie Chaudhury, Alan McBeth +1
LLM-as-a-judge is widely used as a scalable substitute for human evaluation, yet current approaches rely on black-box access and struggle to detect subtle dishonesty, such as sycop…