
Our method, Amnesic Probing, focuses on the behavioral influence of causal interventions to assess the importance of properties in neural models, challenging conventional probing results and calling for increased scrutiny.


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A growing body of work makes use of probing to investigate the working of neural models, often considered black boxes. Recently, an ongoing debate emerged surrounding the limitations of the probing paradigm. In this wo…

Amnesic Probing: Behavioral Explanation with Amnesic Counterfactuals

Unveiling-Neural-Models-with-Amnesic-Probing


Unveiling Neural Models with Amnesic Probing
