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Florian Matthes

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Comparing Knowledge Sources for Open-Domain Scientific Claim Verification

Feb 05, 2024
Juraj Vladika, Florian Matthes

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A Comparative Analysis of Conversational Large Language Models in Knowledge-Based Text Generation

Feb 02, 2024
Phillip Schneider, Manuel Klettner, Elena Simperl, Florian Matthes

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Evaluating Large Language Models in Semantic Parsing for Conversational Question Answering over Knowledge Graphs

Jan 03, 2024
Phillip Schneider, Manuel Klettner, Kristiina Jokinen, Elena Simperl, Florian Matthes

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Diversifying Knowledge Enhancement of Biomedical Language Models using Adapter Modules and Knowledge Graphs

Dec 21, 2023
Juraj Vladika, Alexander Fichtl, Florian Matthes

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From Data to Dialogue: Leveraging the Structure of Knowledge Graphs for Conversational Exploratory Search

Oct 08, 2023
Phillip Schneider, Nils Rehtanz, Kristiina Jokinen, Florian Matthes

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HealthFC: A Dataset of Health Claims for Evidence-Based Medical Fact-Checking

Sep 15, 2023
Juraj Vladika, Phillip Schneider, Florian Matthes

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SoK: Assessing the State of Applied Federated Machine Learning

Aug 03, 2023
Tobias Müller, Maximilian Stäbler, Hugo Gascón, Frank Köster, Florian Matthes

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AspectCSE: Sentence Embeddings for Aspect-based Semantic Textual Similarity using Contrastive Learning and Structured Knowledge

Jul 22, 2023
Tim Schopf, Emanuel Gerber, Malte Ostendorff, Florian Matthes

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Efficient Domain Adaptation of Sentence Embeddings using Adapters

Jul 22, 2023
Tim Schopf, Dennis Schneider, Florian Matthes

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Exploring the Landscape of Natural Language Processing Research

Jul 20, 2023
Tim Schopf, Karim Arabi, Florian Matthes

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