Jun 8, 2021 · In this paper, we perform sanity checks for text modality and show that the conclusions made for image do not directly transfer to text. We also ...
Jun 8, 2021 · This paper performs sanity checks for text modality and shows that the conclusions made for image do not directly transfer to text, ...
Jun 8, 2021 · In this paper, we perform sanity checks for text modality and show that the conclusions made for image do not directly transfer to text. We also ...
Sanity Checks for Saliency Metrics | Connected Papers Search
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Investigating sanity checks for saliency maps with image and text classification ... saliency maps focus on image classification tasks ...
Nov 6, 2020 · We propose an actionable methodology based on randomization tests to evaluate the adequacy of explanation approaches. We instantiate our ...
2020. Investigating saturation effects in integrated gradients. V ... Investigating sanity checks for saliency maps with image and text classification.
Summary --- This paper introduces a new set of criteria for evaluating saliency/heatmap visual explanations of neural net predictions.
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Investigating sanity checks for saliency maps with image and text classification ... Saliency maps have shown to be both useful and misleading for ...
Several saliency methods have been proposed, often guided by visual appeal on image data. In this work, we propose an actionable methodology to evaluate ...
Missing: Investigating text classification.
Jul 12, 2024 · Investigating sanity checks for saliency maps with image and text classification ... checks for saliency maps with image and text classification.