Prof. Dr. Anna Kruspe

Research interests
AI models for text and audio
Social media analysis, e.g. for earth observation and crises
Biases in Large Language Models like ChatGPT
Music Information Retrieval, Automatic Speech Recognition

Teaching

• Uncertainty Quantification (Bachelor)
  Lecture: Wednesdays, 10.00-11.30, R0.007
  Lab: Wednesdays, 11.45-13.15, R3.021
• Natural Language Processing (Master)
  Lecture: Fridays, 10.00-11.30, R0.009
  Lab: Fridays, 11.45-13.15, R3.021

Open thesis topics
Feel free to contact me about these topics or others related to my research interests

• Geographic and cultural (e.g. musical) biases in LLMs
• Geolocating images with LLMs
• Uncertainty in LLMs under bias
• Representations of sentiments and cultural concepts in LLMs across languages
• Zero-shot capabilities of multilingual embeddings for unseen languages
• Alignment of embeddings and geolocations
• Semantic similarity of board games
• Semantic similarity of scientific papers (https://ismir-explorer.ai.ovgu.de/)
• Environmental noise classification

Functions
Graduation committee of the Promotionszentrum Angewandte Informatik (PZAI)