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20242026
most citedUnveiling Decision-Making in LLMs for Text Classification : Extraction of influential and interpretable concepts with Sparse Autoencoders

1 citations · 1 across the 7 of their papers we have counts for

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cs.CR2024

Predicting memorization within Large Language Models fine-tuned for classification

Jérémie Dentan, Davide Buscaldi, Aymen Shabou +1

Large Language Models have received significant attention due to their abilities to solve a wide range of complex tasks. However these models memorize a significant proportion of t…

cs.CR2024

Reconstructing training data from document understanding models

Jérémie Dentan, Arnaud Paran, Aymen Shabou

Document understanding models are increasingly employed by companies to supplant humans in processing sensitive documents, such as invoices, tax notices, or even ID cards. However,…