Our group deals with all aspects of Natural Language Processing (NLP) from early recognition (automatic speech recognition, ASR; optical character recognition, OCR) to late synthesis tasks, with particular emphasis on the intermediate stages that require understanding (semantic modeling). Our work combines rule-based and statistical techniques, with the idea that the rules themselves need to be established by Machine Learning (ML) techniques.