The paper proposes the Attribution Contract as a framework to resolve conceptual ambiguities in applying feature attribution to autoregressive and diffusion language models by explicitly specifying what is being explained.
The Effectiveness of Feature Attribution Methods and Its Correlation with Automatic Evaluation Scores
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The Attribution Contract: Feature Attribution for Generative Language Models
The paper proposes the Attribution Contract as a framework to resolve conceptual ambiguities in applying feature attribution to autoregressive and diffusion language models by explicitly specifying what is being explained.