Jakob Fehle

PhD student, Media Informatics, Universität Regensburg

Joined

April 2024

Names

Jakob Fehle (Preferred)

Emails

****@informatik.uni-regensburg.de (Confirmed)

Personal Links

Career & Education History

PhD student

Media Informatics, Universität Regensburg (uni-regensburg.de)

2021 – Present

Advisors, Relations & Conflicts

PhD Advisor

Christian Wolff

Present

PhD Advisor

Udo Kruschwitz

Present

Expertise

Sentiment analysis

Present

Large Language Models

Present

Publications

Leveraging fine-tuning of large language models for aspect-based sentiment analysis in resource-scarce environments
Jakob Fehle, Udo Kruschwitz, Nils Constantin Hellwig, Christian Wolff
- Knowl. Based Syst. 2026
- Readers: Everyone
Do we still need Human Annotators? Prompting Large Language Models for Aspect Sentiment Quad Prediction
Nils Constantin Hellwig, Jakob Fehle, Udo Kruschwitz, Christian Wolff
- CoRR 2025
- Readers: Everyone
Exploring large language models for the generation of synthetic training samples for aspect-based sentiment analysis in low resource settings
Nils Constantin Hellwig, Jakob Fehle, Christian Wolff
- Expert Syst. Appl. 2025
- Readers: Everyone
Exploring Twitter discourse with BERTopic: topic modeling of tweets related to the major German parties during the 2021 German federal election
Nils Constantin Hellwig, Jakob Fehle, Markus Bink, Thomas Schmidt, Christian Wolff
- Int. J. Speech Technol. 2024
- Readers: Everyone
Detecting Calls to Action in Multimodal Content: Analysis of the 2021 German Federal Election Campaign on Instagram
Michael Achmann-Denkler, Jakob Fehle, Mario Haim, Christian Wolff
- CoRR 2024
- Readers: Everyone
GERestaurant: A German Dataset of Annotated Restaurant Reviews for Aspect-Based Sentiment Analysis
Nils Constantin Hellwig, Jakob Fehle, Markus Bink, Christian Wolff
- KONVENS 2024
- Readers: Everyone
Aspect-Based Sentiment Analysis as a Multi-Label Classification Task on the Domain of German Hotel Reviews
Jakob Fehle, Leonie Münster, Thomas Schmidt, Christian Wolff
- KONVENS 2023
- Readers: Everyone
Transformer-Based Analysis of Sentiment Towards German Political Parties on Twitter During the 2021 Election Year
Nils Constantin Hellwig, Markus Bink, Thomas Schmidt, Jakob Fehle, Christian Wolff
- ICNLSP 2023
- Readers: Everyone
Sentiment Analysis on Twitter for the Major German Parties during the 2021 German Federal Election
Thomas Schmidt, Jakob Fehle, Maximilian Weissenbacher, Jonathan Richter, Philipp Gottschalk, Christian Wolff
- KONVENS 2022
- Readers: Everyone
Using Artificial Neural Networks to Compensate Negative Effects of Latency in Commercial Real-Time Strategy Games
David Halbhuber, Maximilian Seewald, Fabian Schiller, Mathias Götz, Jakob Fehle, Niels Henze
- MuC 2022
- Readers: Everyone

View all 12 publications

Jakob Fehle

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

Co-Authors