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Inference-Time Intervention: Eliciting Truthful Answers from a Language Model Kenneth Li
Neural Information Processing Systems
This intervention significantly improves the performance of LLaMA models on the TruthfulQA benchmark.
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- Africa > Middle East > Egypt (0.28)
- Europe > United Kingdom > England > Oxfordshire > Oxford (0.27)
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- North America > Canada > Ontario > Toronto (0.14)
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Automated Classification of Model Errors on ImageNet
Neural Information Processing Systems
While the ImageNet dataset has been driving computer vision research over the past decade, significant label noise and ambiguity have made top-1 accuracy an insufficient measure of further progress.
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- Europe > Switzerland > Zürich > Zürich (0.14)
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Country: Atlantic Ocean (0.05)
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- Information Technology > Artificial Intelligence > Machine Learning > Statistical Learning (0.68)
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- Atlantic Ocean > South Atlantic Ocean > Gulf of Guinea (0.08)
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- Europe > Sweden > Östergötland County > Linköping (0.04)
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- Information Technology > Artificial Intelligence > Machine Learning > Neural Networks > Deep Learning (0.45)
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- North America > United States > Virginia (0.05)
- North America > United States > Maryland (0.05)
- Atlantic Ocean > North Atlantic Ocean > Chesapeake Bay (0.05)
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