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Global reconstruction of language models with linguistic rules – Explainable AI for online consumer reviews

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Binder, Markus ; Heinrich, Bernd ; Hopf, Marcus ; Schiller, Alexander
[img]License: Creative Commons Attribution 4.0
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Date of publication of this fulltext: 20 Dec 2022 05:40

This publication is part of the DEAL contract with Springer.


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 ...


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