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Trustworthiness

The Lottery Ticket Hypothesis at Scale
Pruning is a well-established technique for removing unnecessary structure from neural networks after training to improve the …
A large-scale crowd-sourced analysis of abuse against women journalists and politicians on Twitter
We report the first, to the best of our knowledge, hand-in-hand collaboration between human rights activists and machine learners, …
How One Company Made Its Analytics Investment Pay Off
GFNorte recently established a Central Analytics Business Unit (ABU) with the mandate to convert information into profits at a rate of …
Evaluating Correctness and Faithfulness of Instruction-Following Models for Question Answering
Retriever-augmented instruction-following models are attractive alternatives to fine-tuned approaches for information-seeking tasks …