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Source code and data for the PhD thesis "Measuring the contributions of vision and text modalities in multimodal transformers"

This dataset contains source code and data used in the PhD thesis "Measuring the Contributions of Vision and Text Modalities in Multimodal Transformers". The dataset is split into five repositories: Code and resources related to chapter 2 of the thesis (Section 2.2., method described in &q...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
1. Verfasser: Pârcălăbescu, Letiția (VerfasserIn)
Dokumenttyp: Datenbank Forschungsdaten
Sprache:Englisch
Veröffentlicht: Heidelberg Universität 2024-10-14
DOI:10.11588/data/68HOOP
Schlagworte:
Forschungsdaten
Datenbank
Online-Zugang:Resolving-System, kostenfrei, Volltext: https://doi.org/10.11588/data/68HOOP
Verlag, kostenfrei, Volltext: https://heidata.uni-heidelberg.de/dataset.xhtml?persistentId=doi:10.11588/data/68HOOP
Volltext
Verfasserangaben:Letitia Parcalabescu
Beschreibung
Zusammenfassung:This dataset contains source code and data used in the PhD thesis "Measuring the Contributions of Vision and Text Modalities in Multimodal Transformers". The dataset is split into five repositories: Code and resources related to chapter 2 of the thesis (Section 2.2., method described in "Using Scene Graph Representations and Knowledge Bases"). Code and resources related to chapter 3 of the thesis (VALSE dataset). Code and resources related to chapter 4 of the thesis: MM-SHAP measure and experiments code. Code and resources related to chapter 5 of the thesis: CCSHAP measure and experiments code related to large language models (LLMs). Code and resources related to the experiments with vision and language model decoders from chapters 3, 4, and 5.
Beschreibung:Gefördert durch: bwHPC and the German Research Foundation (DFG): INST 35/1597-1 FUGG
Gesehen am 14.10.2024
Beschreibung:Online Resource
DOI:10.11588/data/68HOOP

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