My work aims at making latent (often ordinal, ranking-based) intensity concepts measurable (friend-enemy relationships, conflict intensity, sentiment analysis, ...). I am a PhD student at the Institute for Machine Learning at ETH Zurich and have experience in industry (Google, Bloomberg, IBM, Microsoft Research, German Foreign Office) and research (UCL, University of Oxford, Tsinghua University, TU Berlin).
Research Fields
Machine Learning, Natural Language Processing, Computational Social Science
Keywords
Ordinal Measurement, Applied Bayesian Statistics, Political Event Data
Ongoing Projects
Unsupervised Ranking with Language Models
My work aims at making latent (often ordinal, ranking-based) intensity concepts measurable (friend-enemy relationships, conflict intensity, sentiment analysis, ...). I am a PhD student at the Institute for Machine Learning at ETH Zurich and have experience in industry (Google, Bloomberg, IBM, Microsoft Research, German Foreign Office) and research (UCL, University of Oxford, Tsinghua University, TU Berlin).
Research Fields
Machine Learning, Natural Language Processing, Computational Social Science
Keywords
Ordinal Measurement, Applied Bayesian Statistics, Political Event Data