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Saliency Map Verbalization: Comparing Feature Importance Representations from Model-free and Instruction-based Methods

Nils Feldhus, Leonhard Hennig, Maximilian Dustin Nasert, Christopher Ebert, Robert Schwarzenberg, Sebastian Mller

202314 citationsDOIOpen Access PDF

Abstract

Nils Feldhus, Leonhard Hennig, Maximilian Dustin Nasert, Christopher Ebert, Robert Schwarzenberg, Sebastian Möller. Proceedings of the 1st Workshop on Natural Language Reasoning and Structured Explanations (NLRSE). 2023.

Topics & Concepts

Computer scienceFeature (linguistics)Artificial intelligenceNatural language processingNatural (archaeology)Natural languageCognitive scienceLinguisticsPsychologyPhilosophyHistoryArchaeologyExplainable Artificial Intelligence (XAI)Topic ModelingAdvanced Graph Neural Networks