Collection of associated files for my bachelor thesis. The repository mainly contains Jupyter notebooks (/notebooks). Additionally, evaluation data is collected in the respective folder (/evaluation-data).

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Author: @LennardZuendorf

Thesis Supervisor: Prof. Dr. Simbeck
Second Corrector: Prof. Dr. Hochstein

This Project was part of my studies of Business Computing at the University of Applied Science for Technology and Business Berlin (HTW Berlin).

The Jupyter notebooks run the best on a cloud service like Google Colab, where hardware acceleration can be used. Alternatively, they can run locally, if set up correctly. For this the requirements in the requirements.txt file should be installed.

This project is licensed under the MIT License, see LICENSE for more information. Please cite this project, its author and my university if you use it in your work.

• Title: Building an Interpretable Natural Language AI Tool based on Transformer Models and approaches of Explainable AI.
• Date: 2024-02-14
• Author: Lennard Zündorf
• University: HTW Berlin

See code for detailed credits, work is based on

• GitHub
• Inital Paper

• GitHub
• Inital Paper

• GitHub
• Inital Paper

• GitHub
• Initial Paper

and uses

• HGF Model Page
• Paper Print

• HGF Model Page
• Paper on HGF
• Paper Print

• HGF Model Page
• Paper on HGF
• Paper Print

• HGF Model Page
• Paper on HGF
• Paper Print