Papers by Yuya Asazuma
The Impact of Integration Step on Integrated Gradients (2024.eacl-srw)
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| Challenge: | Integrated gradients (IG) are a powerful tool for explaining the internal structure of a language model. |
| Approach: | They propose to customize the step count for each instance to minimize the error. |
| Outcome: | The optimal number of steps to maintain minimal error varies from instance to instance. |