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Attention Meets Post-hoc Interpretability: A Mathematical Perspective
Paper • 2402.03485 • Published • 2 -
Faithful and Robust Local Interpretability for Textual Predictions
Paper • 2311.01605 • Published • 2 -
A Sea of Words: An In-Depth Analysis of Anchors for Text Data
Paper • 2205.13789 • Published • 2 -
Comparing Feature Importance and Rule Extraction for Interpretability on Text Data
Paper • 2207.01420 • Published • 2
Gianluigi Lopardo
glopardo
AI & ML interests
Statistical Learning, eXplainable AI, Computational Linguistics, Topic Modeling, Sentometrics
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Organizations
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Attention Meets Post-hoc Interpretability: A Mathematical Perspective
Paper • 2402.03485 • Published • 2 -
Faithful and Robust Local Interpretability for Textual Predictions
Paper • 2311.01605 • Published • 2 -
A Sea of Words: An In-Depth Analysis of Anchors for Text Data
Paper • 2205.13789 • Published • 2 -
Comparing Feature Importance and Rule Extraction for Interpretability on Text Data
Paper • 2207.01420 • Published • 2
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