Global reconstruction of language models with linguistic rules – Explainable AI for online consumer reviews - University of Regensburg Publication Server

URN to cite this document:: urn:nbn:de:bvb:355-epub-534373
DOI to cite this document:: 10.5283/epub.53437

Binder, Markus ; Heinrich, Bernd

; Hopf, Marcus ; Schiller, Alexander

License: Creative Commons Attribution 4.0
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Date of publication of this fulltext: 20 Dec 2022 05:40

Alternative links to fulltext:DOI Publisher

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Abstract

Analyzing textual data by means of AI models has been recognized as highly relevant in information systems research and practice, since a vast amount of data on eCommerce platforms, review portals or social media is given in textual form. Here, language models such as BERT, which are deep learning AI models, constitute a breakthrough and achieve leading-edge results in many applications of text ...