- 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