ECO-Concept uses slot attention plus LLM-based comprehensibility feedback to learn explainable text concepts without concept annotations.
Model Robustness Evaluation To test whether our method can yield reliable explanations for noisy samples, we performed experiments using seven datasets
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Enhancing the Comprehensibility of Text Explanations via Unsupervised Concept Discovery
ECO-Concept uses slot attention plus LLM-based comprehensibility feedback to learn explainable text concepts without concept annotations.