
Lucie Flek
personalization
perspectivism
question answering
fairness
reasoning
large language models
user modeling
narrative
entropy
real-world noise
sentence similarity
perplexity
human-centered nlp
evidence extraction
suicide risk
8
presentations
3
number of views
SHORT BIO
Professor Dr. Lucie Flek conducts research at the University of Bonn and University of Marburg, leading the research group on Conversational AI and Social Analytics (CAISA). Her research combines insights from the fields of machine learning, natural language processing, computational social sciences, and human-machine interaction. The focus of her current investigations is the development of machine learning systems with the incorporating the individual language use of different people and sociodemographic groups. In this way, Professor Flek hopes to make personalized AI systems useful to a wide audience. In her earlier academic work at TU Darmstadt, Positive Psychology Center at University of Pennsylvania, and University College London, she has been focusing on psychological and social applications of stylistic variation insights. She regularly serves as Area Chair for Computational Social Sciences. Previously, she has worked on data science at the European Organization for Nuclear Research (CERN), Google, and Amazon Alexa AI.
Presentations

Can Stories Help LLMs Reason? Curating Information Space Through Narrative
Vahid Sadiri Javadi and 2 other authors

Exploring Robustness of Multilingual LLMs on Real-World Noisy Data
Amirhossein Aliakbarzadeh and 1 other author

Perspective Taking through Generating Responses to Conflict Situations
Joan Plepi and 2 other authors

Harnessing Personalization Methods to Identify and Predict Unreliable Information Spreader Behavior
Shaina Ashraf and 3 other authors

Corpus Considerations for Annotator Modeling and Scaling
Sarumi Olufunke Oluyemi and 5 other authors

The Impact of Differential Privacy on Group Disparity Mitigation
Victor Hansen and 4 other authors

Archetypes and Entropy: Theory-Driven Extraction of Evidence for Suicide Risk
Vasudha Varadarajan and 13 other authors

Unifying Data Perspectivism and Personalization: An Application to Social Norms
Lucie Flek and 3 other authors