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Research PaperResearchia:202610.06057

Post-hoc Interpretability of LDA on Hyperspectral Imagery: SHAP Attributions, Counterfactual Topic Flips, and LLM-judge Alignment under Token-Mass-Dispersion Asymmetry

Felipe A. Santibáñez-Leal

Abstract

Post-hoc Interpretability of LDA on Hyperspectral Imagery: SHAP Attributions, Counterfactual Topic Flips, and LLM-judge Alignment under Token-Mass-Dispersion Asymmetry --- Source: OpenAlex - Zenodo (CERN European Organization for Nuclear Research) (Citations: 25) PDF: https://doi.org/10.5281/zenodo.21504113 Original Link: https://doi.org/https://doi.org/10.5281/zenodo.21504113

Submitted: October 6, 2026Subjects: Open Science; Interpretability

Description / Details

Post-hoc Interpretability of LDA on Hyperspectral Imagery: SHAP Attributions, Counterfactual Topic Flips, and LLM-judge Alignment under Token-Mass-Dispersion Asymmetry


Source: OpenAlex - Zenodo (CERN European Organization for Nuclear Research) (Citations: 25) PDF: https://doi.org/10.5281/zenodo.21504113 Original Link: https://doi.org/https://doi.org/10.5281/zenodo.21504113

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Submission Info
Date:
Oct 6, 2026
Topic:
Interpretability
Area:
Open Science
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Post-hoc Interpretability of LDA on Hyperspectral Imagery: SHAP Attributions, Counterfactual Topic Flips, and LLM-judge Alignment under Token-Mass-Dispersion Asymmetry | Researchia