piwik-script

Intern
    Data Science Chair

    Machine Learning for Medical & Biological Data

    We working with data from the medical and biological domain. In a cooperation with the University Clinic Würzburg we aim to recommend diagnostics and in TissueNet we aim to learn representations and models for single cell analysis.

     

    Projects

    TissueNet

    Developing machine learning based approaches for single cell analysis 

    DZ.PTM

    Recommendations for clinical diagnostics.

    Publications

    • Zero-Shot Clickbait Spoil...
      Zero-Shot Clickbait Spoiling by Rephrasing Titles as Questions Wangsadirdja, Dirk; Pfister, Jan; Kobs, Konstantin; Hotho, Andreas in Proceedings of the The 17th International Workshop on Semantic Evaluation (SemEval-2023) (2023). 1090–1095.
    • Point me to your Opinion,...
      Point me to your Opinion, {S}en{P}oi Pfister, Jan; Wankerl, Sebastian; Hotho, Andreas in Proceedings of the 16th International Workshop on Semantic Evaluation (SemEval-2022) (2022). 1313–1323.
    • The {F}airy{N}et Corpus -...
      The {F}airy{N}et Corpus - Character Networks for {G}erman Fairy Tales Schmidt, David; Zehe, Albin; Lorenzen, Janne; Sergel, Lisa; D{\"u}ker, Sebastian; Krug, Markus; Puppe, Frank in Proceedings of the 5th Joint SIGHUM Workshop on Computational Linguistics for Cultural Heritage, Social Sciences, Humanities and Literature (2021). 49–56.
    • Shared Task on Scene Segm...
      Shared Task on Scene Segmentation @ KONVENS 2021 Zehe, Albin; Konle, Leonard; Guhr, Svenja; Dümpelmann, Lea; Gius, Evelyn; Hotho, Andreas; Jannidis, Fotis; Kaufmann, Lucas; Krug, Markus; Puppe, Frank; Reiter, Nils; Schreiber, Annekea in Shared Task on Scene Segmentation @ KONVENS 2021 (2021). 1–21.
    • Detecting Scenes in Ficti...
      Detecting Scenes in Fiction: A new Segmentation Task Zehe, Albin; Konle, Leonard; Dümpelmann, Lea; Gius, Evelyn; Hotho, Andreas; Jannidis, Fotis; Kaufmann, Lucas; Krug, Markus; Puppe, Frank; Reiter, Nils; Schreiber, Annekea; Wiedmer, Nathalie in Proceedings of the 16th Conference of the {E}uropean Chapter of the Association for Computational Linguistics: Volume 1, Long Papers (2021).
    • LM4KG: Improving Common S...
      LM4KG: Improving Common Sense Knowledge Graphs with Language Models Omeliyanenko, Janna; Zehe, Albin; Hettinger, Lena; Hotho, Andreas in International Semantic Web Conference (2020).
    • HarryMotions – Classify...
      HarryMotions – Classifying Relationships in Harry Potter based on Emotion Analysis Zehe, Albin; Arns, Julia; Hettinger, Lena; Hotho, Andreas in 5th SwissText & 16th KONVENS Joint Conference (2020).
    • Emote-Controlled: Obtaini...
      Emote-Controlled: Obtaining Implicit Viewer Feedback through Emote based Sentiment Analysis on Comments of Popular Twitch.tv Channels Kobs, Konstantin; Zehe, Albin; Bernstetter, Armin; Chibane, Julian; Pfister, Jan; Tritscher, Julian; Hotho, Andreas in ACM Transactions on Social Computing (2020).
    • Detection of Scenes in Fi...
      Detection of Scenes in Fiction Gius, Evelyn; Jannidis, Fotis; Krug, Markus; Zehe, Albin; Hotho, Andreas; Puppe, Frank; Krebs, Jonathan; Reiter, Nils; Wiedmer, Nathalie; Konle, Leonard in Proceedings of Digital Humanities 2019 (2019).
    • Analysing Direct Speech i...
      Analysing Direct Speech in German Novels Jannidis, Fotis; Konle, Leonard; Zehe, Albin; Hotho, Andreas; Krug, Markus in DHd 2018 (2018).
    • Burrows Zeta: Varianten u...
      Burrows Zeta: Varianten und Evaluation Schöch, Christof; Calvo, José; Zehe, Albin; Hotho, Andreas in DHd 2018 (2018).
    • Burrows’ Zeta: Exploring and Evaluating Variants and Parameters Schöch, Christof; Schlör, Daniel; Zehe, Albin; Gebhard, Henning; Becker, Martin; Hotho, Andreas in DH (2018). 274–277.
    • A White-Box Model for Det...
      A White-Box Model for Detecting Author Nationality by Linguistic Differences in Spanish Novels Zehe, Albin; Schlör, Daniel; Henny-Krahmer, Ulrike; Becker, Martin; Hotho, Andreas in DH (2018).
    • Towards Sentiment Analysi...
      Towards Sentiment Analysis on German Literature Zehe, Albin; Becker, Martin; Jannidis, Fotis; Hotho, Andreas (2017).
    • Straight Talk! Automatic ...
      Straight Talk! Automatic Recognition of Direct Speech in Nineteenth-Century French Novels. Sch{\"o}ch, Christof; Schl{\"o}r, Daniel; Popp, Stefanie; Brunner, Annelen; Henny, Ulrike; Tello, Jos{\’e} Calvo in DH (2016). 346–353.
    • Analyzing Features for th...
      Analyzing Features for the Detection of Happy Endings in German Novels Jannidis, Fotis; Reger, Isabella; Zehe, Albin; Becker, Martin; Hettinger, Lena; Hotho, Andreas (2016).
    • Prediction of Happy Endin...
      Prediction of Happy Endings in German Novels Zehe, Albin; Becker, Martin; Hettinger, Lena; Hotho, Andreas; Reger, Isabella; Jannidis, Fotis in Proceedings of the Workshop on Interactions between Data Mining and Natural Language Processing 2016, P. Cellier, T. Charnois, A. Hotho, S. Matwin, M.-F. Moens, Y. Toussaint (eds.) (2016). 9–16.
    • Significance Testing for ...
      Significance Testing for the Classification of Literary Subgenres Hettinger, Lena; Jannidis, Fotis; Reger, Isabella; Hotho, Andreas in DH 2016 (2016).
    • Classification of Literar...
      Classification of Literary Subgenres Hettinger, Lena; Jannidis, Fotis; Reger, Isabella; Hotho, Andreas in DHd 2016 (2016).
    • Genre classification on G...
      Genre classification on German novels Hettinger, Lena; Becker, Martin; Reger, Isabella; Jannidis, Fotis; Hotho, Andreas in Proceedings of the 12th International Workshop on Text-based Information Retrieval (2015).