Semantische Suche

Master Theses

Johan Krause
SemOpenAlex: A Knowledge Graph and Entity Embeddings of OpenAlex
Date of submission: 2022-12-21, Supervisor: Michael Färber

Jan Henze
Using Few Shot Learners to derive and execute Linked Data process descriptions
Date of submission: 2023-04-27, Supervisor: Dr. Tobias Käfer, External Partner: Dr. Markus Schmitz (Aleph Alpha GmbH)

 
Using Graph Neural Networks to Predict Future Trends in Science
, Supervisor: Tarek Saier

David Blumenthal
GPT-Vérité – A model for flexible truthful text generation / GPT-Vérité – ein Model für wahrheitsgetreue Text Generation
Date of submission: 2023-08-30, Supervisor: Michael Färber

Florian Lukas Rudolph
Continuous Text Representation Augmentation for Supervised Relation Classification
Date of submission: 2023-09-07, Supervisor: Michael Färber, Nicholas Popovic

David Lamprecht
Leveraging Semantics for Graph Neural Network-based Recommendation
Date of submission: 2023-10-04, Supervisor: Michael Färber

Xinni Wang
Optimising Linked Traversal-based Querying of Linked Data on the Web using Shape Trees
Date of submission: 2023-11-01, Supervisor: Tobias Käfer

Daniel Gomm
Counterfactual Explanations for Black-Box Models on Dynamic Graphs
Date of submission: 2023-12-12, Supervisor: Zhan Qu

Annika Lukat
Eine KI-basierte Matching-Methode zur Identifikation ähnlich zu bepreisender Artikel
Date of submission: 2024-03-01, Supervisor: Michael Färber, Jaqueline Hoellig

Malte Knauff
Navigating XAI: Investigating the performance trade-off between prediction and post-hoc explainability
Date of submission: 2024-04-03, Supervisor: Michael Färber, Jacqueline Hoellig

Adrian Oberföll
A Knowledge Injection Evaluation Framework for Improving Factual Accuracy in Generative Language Models
Date of submission: 2024-02-29, Supervisor: Michael Färber, Nicholas Popovic
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