Prof. Dr. Roman Klinger
IMS, University of Stuttgart

roman.klinger@ims.uni-stuttgart.de (work)
mail@romanklinger.de (private)
+49 711 685-81406 (office in Stuttgart)
Mastodon

Research Interests

• Modelling of psychological concepts in text/language; both for text analysis and text generation.
• Sentiment and emotion analysis, particularly of implicit expressions and with structured prediction models.
• Biological and medical text mining, including social media mining and fact checking.
• Social media mining, computational social sciences and digital humanities
• Machine learning, deep neural and probabilistic graphical models: Zero-shot learning, performance prediction, explainability
• Conditioned text generation, including emotionally conditioned text generation and style transfer

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