Jakob Fehle

According to our database, Jakob Fehle authored at least 19 papers between 2019 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Prompting Is All You Need: Multi-view Prompting Large Language Models for Aspect-Based Sentiment Analysis.

Nils Constantin Hellwig, Niklas Donhauser, Jakob Fehle, Udo Kruschwitz, Christian Wolff

CoRR, May, 2026

Annotation Quality in Aspect-Based Sentiment Analysis: A Case Study Comparing Experts, Students, Crowdworkers, and Large Language Model.

Niklas Donhauser, Jakob Fehle, Nils Constantin Hellwig, Markus Weinberger, Udo Kruschwitz, Christian Wolff

CoRR, May, 2026

Zero-Shot to Full-Resource: Cross-lingual Transfer Strategies for Aspect-Based Sentiment Analysis.

Jakob Fehle, Nils Constantin Hellwig, Udo Kruschwitz, Christian Wolff

CoRR, April, 2026

nchellwig at SemEval-2026 Task 3: Self-Consistent Structured Generation (SCSG) for Dimensional Aspect-Based Sentiment Analysis using Large Language Models.

Nils Constantin Hellwig, Jakob Fehle, Udo Kruschwitz, Christian Wolff

CoRR, March, 2026

LLM-as-an-Annotator: Training Lightweight Models with LLM-Annotated Examples for Aspect Sentiment Tuple Prediction.

Nils Constantin Hellwig, Jakob Fehle, Udo Kruschwitz, Christian Wolff

CoRR, March, 2026

AnnoABSA: A Web-Based Annotation Tool for Aspect-Based Sentiment Analysis with Retrieval-Augmented Suggestions.

Nils Constantin Hellwig, Jakob Fehle, Udo Kruschwitz, Christian Wolff

CoRR, March, 2026

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

Exploring Large-Scale Social Media Data Using Sentiment Analysis and Topic Modeling - A Case Study of Instagram Posts in Context of the 2024 German Government Crisis.

Jessica Stiegelmayer, Arabella Petz, Leo Bruckmüller, Jakob Fehle, Michael Achmann-Denkler, Christian Wolff

Proceedings of the 18th ACM Web Science Conference 2026, 2026

2025

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, February, 2025

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

2024

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., December, 2024

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

GERestaurant: A German Dataset of Annotated Restaurant Reviews for Aspect-Based Sentiment Analysis.

Nils Constantin Hellwig, Jakob Fehle, Markus Bink, Christian Wolff

Proceedings of the 20th Conference on Natural Language Processing, 2024

2023

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

Proceedings of the 19th Conference on Natural Language Processing (KONVENS 2023), 2023

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

Proceedings of the 6th International Conference on Natural Language and Speech Processing (ICNLSP 2023), 2023

2022

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

Proceedings of the MuC '22: Mensch und Computer 2022, Darmstadt Germany, September 4, 2022

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

Proceedings of the 18th Conference on Natural Language Processing (KONVENS 2022), 2022

2020

The Effects of Full-Body Avatar Movement Predictions in Virtual Reality using Neural Networks.

Valentin Schwind, David Halbhuber, Jakob Fehle, Jonathan Sasse, Andreas Pfaffelhuber, Christoph Tögel, Julian Dietz, Niels Henze

Proceedings of the VRST '20: 26th ACM Symposium on Virtual Reality Software and Technology, 2020

2019

The Mood Game - How to Use the Player's Affective State in a Shoot'em up Avoiding Frustration and Boredom.

David Halbhuber, Jakob Fehle, Alexander Kalus, Konstantin Seitz, Martin Kocur, Thomas Schmidt, Christian Wolff

Proceedings of Mensch und Computer 2019, Hamburg, Germany, September 8-11, 2019, 2019