Anna Kruspe
Scholar

Anna Kruspe

Google Scholar ID: 3hmvu5MAAAAJ
Munich University of Applied Sciences
Natural Language ProcessingMachine LearningMusic Information RetrievalSpeech Recognition
Citations & Impact
All-time
Citations
2,811
 
H-index
18
 
i10-index
28
 
Publications
20
 
Co-authors
5
list available
Resume
Research Experience
  • - Uncertainty Quantification (Bachelor)
  • - Natural Language Processing (Master)
  • - Open thesis topics include: 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, Environmental noise classification
Background
  • - 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
  • - Position: Professor