Neural networks behave as hash encoders: An empirical study
Paper
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2101.05490
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Published
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2
Papers - Explainability
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A Multiscale Visualization of Attention in the Transformer Model
Paper • 1906.05714 • Published • 2 -
BERT Rediscovers the Classical NLP Pipeline
Paper • 1905.05950 • Published • 2 -
Using Explainable AI and Transfer Learning to understand and predict the maintenance of Atlantic blocking with limited observational data
Paper • 2404.08613 • Published • 1 -
Allowing humans to interactively guide machines where to look does not always improve a human-AI team's classification accuracy
Paper • 2404.05238 • Published • 3 -
Explainable Lung Disease Classification from Chest X-Ray Images Utilizing Deep Learning and XAI
Paper • 2404.11428 • Published • 1 -
pyvene: A Library for Understanding and Improving PyTorch Models via Interventions
Paper • 2403.07809 • Published • 1