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    • Big Data Infrastructure for Analysing Digitalized Library Collections 

      Doan, Triet (2025-07-31)
      Digital Humanities (DH) represents an interdisciplinary field at the intersection of digital technologies and the study of the humanities. A variety of projects fall under the umbrella of DH, including digital archives, ...
    • Deep Probabilistic Priors for Solving Inverse Problems 

      Pierzchlewicz, Paweł (2025-03-20)
      Inverse problems are problems where causal sources are inferred from observed effects. They are ubiquitous in science and engineering. Examples include image reconstruction from neural responses, feature visualizations of ...
    • Mathematical Entity Linking Methods and Applications 

      Scharpf, Philipp (2024-08-15)
      Entity Linking (EL) is a vital component of Information Retrieval (IR) systems that extract abstract representations from text documents. As such, EL plays a crucial role in various applications such as semantic search, ...
    • Aspect-based Document Similarity for Literature Recommender Systems 

      Ostendorff, Malte (2023-06-20)
      Literature recommendation systems assist readers in the discovery of relevant documents. Content-based systems recommend documents similar to the currently viewed document. However, the simple distinction between similar ...