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Part 1: Document Description
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Citation |
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Title: |
Supplemental Material for "Visual-Explainable AI: The Use Case of Language Models" |
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Identification Number: |
doi:10.18419/darus-3456 |
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Distributor: |
DaRUS |
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Date of Distribution: |
2023-07-25 |
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Version: |
1 |
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Bibliographic Citation: |
Munz-Körner, Tanja; Künzel, Sebastian; Weiskopf, Daniel, 2023, "Supplemental Material for "Visual-Explainable AI: The Use Case of Language Models"", https://doi.org/10.18419/darus-3456, DaRUS, V1 |
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Citation |
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Title: |
Supplemental Material for "Visual-Explainable AI: The Use Case of Language Models" |
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Identification Number: |
doi:10.18419/darus-3456 |
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Authoring Entity: |
Munz-Körner, Tanja (University of Stuttgart) |
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Künzel, Sebastian (University of Stuttgart) |
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Weiskopf, Daniel (University of Stuttgart) |
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Grant Number: |
EXC 2075 - 390740016 |
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Distributor: |
DaRUS |
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Access Authority: |
Munz-Körner, Tanja |
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Depositor: |
Munz-Körner, Tanja |
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Date of Deposit: |
2023-05-09 |
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Holdings Information: |
https://doi.org/10.18419/darus-3456 |
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Study Scope |
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Keywords: |
Computer and Information Science, Visual Analytics, Visualization, Natural Language Processing, Machine Learning, Long Short-Term Memory, Neural Machine Translation |
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Abstract: |
Supplemental material for the poster "Visual-Explainable AI: The Use Case of Language Models" published at the International Conference on Data-Integrated Simulation Science 2023. <br> Collection of videos and images showing our interactive visualization systems for exploring language models: <br> - Text classification (<a href="https://github.com/MunzT/hiddenStatesVis">https://github.com/MunzT/hiddenStatesVis</a>) <br> - Neural machine translation (<a href="https://github.com/MunzT/NMTVis">https://github.com/MunzT/NMTVis</a>) |
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Methodology and Processing |
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Sources Statement |
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Data Access |
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Other Study Description Materials |
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Related Publications |
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Citation |
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Title: |
T. Munz-Körner, S. Künzel, and D. Weiskopf. "Visual-Explainable AI: The Use Case of Language Models". International Conference on Data-Integrated Simulation Science (SimTech2023). 2023. |
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Bibliographic Citation: |
T. Munz-Körner, S. Künzel, and D. Weiskopf. "Visual-Explainable AI: The Use Case of Language Models". International Conference on Data-Integrated Simulation Science (SimTech2023). 2023. |
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Label: |
classification.mp4 |
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Text: |
Video demonstrating our classification system. |
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Notes: |
video/mp4 |
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Label: |
Classification.zip |
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Text: |
Screenshots of our classification system. |
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Notes: |
application/zip |
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nmt.mp4 |
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Text: |
Video demonstrating our neural machine translation system. |
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Notes: |
video/mp4 |
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Label: |
NMT.zip |
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Text: |
Screenshots of our neural machine translation system. |
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Notes: |
application/zip |