publications
A selection of my research publications in NLP, ethical AI, and social computing.
2026
-
Safer Reasoning Traces: Measuring and Mitigating Chain-of-Thought Leakage in LLMsarXiv preprint arXiv:2603.05618, 2026 -
Beyond Hate: Differentiating Uncivil and Intolerant Speech in Multimodal Content ModerationarXiv preprint arXiv:2603.22985, 2026
2023
-
Retrieving users’ opinions on social media with multimodal aspect-based sentiment analysisIn 2023 IEEE 17th International Conference on Semantic Computing (ICSC), 2023
2022
-
Bias and comparison framework for abusive language datasetsAI and Ethics, 2022 -
Introducing an abusive language classification framework for telegram to investigate the german hater communityIn Proceedings of the International AAAI Conference on Web and Social Media, 2022 - Mediale Hasssprache und technologische Entscheidbarkeit: Zur ethischen Bedeutung subjektiv-perzeptiver Datenannotationen in der Hate Speech DetectionIn Medien–Demokratie–Bildung: Normative Vermittlungsprozesse und Diversität in mediatisierten Gesellschaften, 2022
-
Explaining neural NLP models for the joint analysis of open-and-closed-ended survey answersIn Proceedings of the 2nd workshop on trustworthy natural language processing (TrustNLP 2022), 2022 -
Long Input Dialogue Summarization with Sketch Supervision for Summarization of Primetime Television TranscriptsIn Proceedings of the Workshop on Automatic Summarization for Creative Writing, 2022 -
Comparative analysis of cross-lingual contextualized word embeddingsIn Proceedings of the 2nd Workshop on Multi-lingual Representation Learning (MRL), 2022
2021
-
A scenario-based approach to the design and use of ethical AI models in managing a health pandemicMunich: Institute for Ethics in Artificial Intelligence, 2021 -
Anchor-based bilingual word embeddings for low-resource languagesIn Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 2: Short Papers), 2021
2018
- Evaluating bilingual word embeddings on the long tailIn Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 2 (Short Papers), 2018