ZHAW contributes to the areas of database systems, information retrieval, natural language processing and machine learning. ZHAW also covers topics of extracting knowledge graphs from text documents using classical information retrieval approaches, natural language processing techniques leveraging LLMs and translating natural language questions to the database query language SQL. The ZHAW team builds on more than a decade of experience both from projects with academia as well as with industry.