Lukas Wertz

According to our database, Lukas Wertz authored at least 5 papers between 2022 and 2024.

Collaborative distances:

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

2024

When few-shot fails: low-resource, domain-specific text classification with transformers.

Lukas Wertz

PhD thesis, 2024

2023

Reinforced Active Learning for Low-Resource, Domain-Specific, Multi-Label Text Classification.

Lukas Wertz, Jasmina Bogojeska, Katsiaryna Mirylenka, Jonas Kuhn

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022

Investigating Active Learning Sampling Strategies for Extreme Multi Label Text Classification.

Lukas Wertz, Katsiaryna Mirylenka, Jonas Kuhn, Jasmina Bogojeska

Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022

Evaluating Pre-Trained Sentence-BERT with Class Embeddings in Active Learning for Multi-Label Text Classification.

Lukas Wertz, Jasmina Bogojeska, Katsiaryna Mirylenka, Jonas Kuhn

Proceedings of the 2nd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 12th International Joint Conference on Natural Language Processing, 2022

Adapting Transformer Language Models for Application in Computational Creativity: Generating German Theater Plays with Varied Topics.

Lukas Wertz, Jonas Kuhn

Proceedings of the 13th International Conference on Computational Creativity, Bozen-Bolzano, Italy, June 27, 2022