Publications

For more frequent updates see my Google Scholar.

2025

• Helpful, harmless, honest? Sociotechnical limits of AI alignment and safety through Reinforcement Learning from Human Feedback
  Dahlgren Lindström, A., Methnani, L., Krause, L., Ericson, P., de Rituerto de Troya, Í. M., Coelho Mollo, D., & Dobbe, R. (2025). Helpful, harmless, honest? Sociotechnical limits of AI alignment and safety through Reinforcement Learning from Human Feedback. Ethics and Information Technology, 27(2), 28. Link

• Contextualising Conversational AI
  Krause, L. (2025). PhD Thesis. Vrije Universiteit Amsterdam. Link

2024

• Exploring the Lack of Cultural Diversity in Multilingual Datasets for Conversational AI
  Krause, L., Valdivia, A. (2024). Extended Abstract presented at The 34th Meeting of Computational Linguistics in The Netherlands (CLIN 34). Link

• Graph Representations for Machine Translation in Dialogue Settings
  Krause, L., Báez Santamaría, S., & Kalo, J.C. (2024). Graph Representations for Machine Translation in Dialogue Settings. In Proceedings of the Ninth Conference on Machine Translation, pages 1038–1046, Miami, Florida, USA. Link

• The Gricean Maxims in NLP - A Survey
  Krause, L., & Vossen, P. (2024). The Gricean Maxims in NLP - A Survey. In Proceedings of the 17th International Natural Language Generation Conference, pages 470–485, Tokyo, Japan. Link

• Hybrid intelligence supports application development for diabetes lifestyle management
  Dudzik, B. J., van der Waa, J. S., Chen, P. Y., Dobbe, R., de Troya, Í. M., Bakker, R. M., de Boer, M.H., Smit, Q.T., Dell’Anna, D., Erdogan, E., Yolum, P., Wang, S., Báez Santamaría, S., Krause, L., & Kamphorst, B. A. (2024). Hybrid intelligence supports application development for diabetes lifestyle management. Journal of Artificial Intelligence Research, 80, 919-929. Link

• LUCY: Linking Uncertainty and Consistency of Large Language Models for Question Answering
  Khurana, U. & Krause, L. (2024). Extended Abstract presented at GenBench 2024. Link

2023

• The Role of Personal Perspectives in Open-Domain Dialogue: Towards Enhanced Data Modelling and Long-term Memory
  Báez Santamaría, S.¹, Krause, L.¹, Donatelli, L., & Vossen, P. (2023). The Role of Personal Perspectives in Open-Domain Dialogue: Towards Enhanced Data Modelling and Long-term Memory. BNAIC2023, #23. ¹equal contribution Link

• Confidently Wrong: Exploring the Calibration and Expression of (Un)Certainty of Large Language Models in a Multilingual Setting
  Krause, L., Tufa, W., Báez Santamaría, S., Daza, A., Khurana, U., & Vossen, P. (2023). Confidently Wrong: Exploring the Calibration and Expression of (Un)Certainty of Large Language Models in a Multilingual Setting. Proceedings of the Workshop on Multimodal, Multilingual Natural Language Generation and Multilingual WebNLG Challenge (MM-NLG 2023), 1-9. Link

• Leveraging Few-Shot Data Augmentation and Waterfall Prompting for Response Generation
  Krause, L., Báez Santamaría, S., van der Meer, M., & Khurana, U. (2023). Leveraging Few-Shot Data Augmentation and Waterfall Prompting for Response Generation. Proceedings of The Eleventh Dialog System Technology Challenge, 193-205. Link

• [Re] DialSummEval - Revisiting Summarization Evaluation for Dialogues
  Camara, P., Kloos, M., Kyrmanidi, V., Kluska, A., Terlou, R., & Krause, L. (2023). [Re] DialSummEval - Revisiting Summarization Evaluation for Dialogues. ReScience C Journal Volume 9, Issue 2, #14. Link

2022

• Will It Blend? Mixing Training Paradigms & Prompting for Argument Quality Prediction
  van der Meer, M., Reuver, M., Khurana, U., Krause, L., & Báez Santamaría, S. (2022). Will It Blend? Mixing Training Paradigms & Prompting for Argument Quality Prediction. Proceedings of the 9th Workshop on Argument Mining, 95–103. Link

• Towards More Informative List Verbalisations
  Krause, L., Sommerauer, P., & Vossen, P. (2022). Towards More Informative List Verbalisations. Joint Proceedings of the 3th International Workshop on Artificial Intelligence Technologies for Legal Documents (AI4LEGAL 2022) and the 1st International Workshop on Knowledge Graph Summarization (KGSum 2022) Co-Located with the 21st International Semantic Web Conference (ISWC 2022), 136–146. Link

2021

• EMISSOR: A platform for capturing multimodal interactions as Episodic Memories and Interpretations with Situated Scenario-based Ontological References
  Báez Santamaría, S., Baier, T., Kim, T., Krause, L., Kruijt, J., & Vossen, P. (2021). EMISSOR: A platform for capturing multimodal interactions as episodic memories and interpretations with situated scenario-based ontological references. Proceedings of the 1st Workshop on Multimodal Semantic Representations (MMSR), 56–77. Link

2020

• When to explain: Identifying explanation triggers in human-agent interaction
  Krause, L., & Vossen, P. (2020). When to explain: Identifying explanation triggers in human-agent interaction. 2nd Workshop on Interactive Natural Language Technology for Explainable Artificial Intelligence, 55–60. Link