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Projects

Recent Publications - see all...

  1. Sultan Imangaliyev, Jörg Schlötterer, Folker Meyer, and Christin Seifert. Diagnosis of Inflammatory Bowel Disease and Colorectal Cancer through Multi-View Stacked Generalization Applied on Gut Microbiome Data. Diagnostics. 2022. [doi]
    BibTeX
    @article{imangaliyevDiagnosisInflammatoryBowel2022,
      title = {Diagnosis of {{Inflammatory Bowel Disease}} and {{Colorectal Cancer}} through {{Multi-View Stacked Generalization Applied}} on {{Gut Microbiome Data}}},
      author = {Imangaliyev, Sultan and Schl{\"o}tterer, J{\"o}rg and Meyer, Folker and Seifert, Christin},
      year = {2022},
      month = oct,
      journal = {Diagnostics},
      volume = {12},
      number = {10},
      pages = {2514},
      issn = {2075-4418},
      doi = {10.3390/diagnostics12102514},
      langid = {english}
    }
    
  2. Meike Nauta, Jan Trienes, Shreyasi Pathak, Elisa Nguyen, Michelle Peters, Yasmin Schmitt, Jörg Schlötterer, Maurice van Keulen, and Christin Seifert. From Anecdotal Evidence to Quantitative Evaluation Methods: A Systematic Review on Evaluating Explainable AI. 2022. arXiv. [doi]
    BibTeX
    @misc{nauta2022,
      title = {From Anecdotal Evidence to Quantitative Evaluation Methods: {{A}} Systematic Review on Evaluating Explainable {{AI}}},
      author = {Nauta, Meike and Trienes, Jan and Pathak, Shreyasi and Nguyen, Elisa and Peters, Michelle and Schmitt, Yasmin and Schl{\"o}tterer, J{\"o}rg and {van Keulen}, Maurice and Seifert, Christin},
      year = {2022},
      publisher = {{arXiv}},
      doi = {10.48550/ARXIV.2201.08164},
      copyright = {arXiv.org perpetual, non-exclusive license}
    }
    
  3. Van Bach Nguyen, Jörg Schlötterer, and Christin Seifert. Explaining Machine Learning Models in Natural Conversations: Towards a Conversational XAI Agent. 2022. arXiv. [doi]
    BibTeX
    @misc{Nguyen2022,
      title = {Explaining Machine Learning Models in Natural Conversations: {{Towards}} a Conversational {{XAI}} Agent},
      author = {Nguyen, Van Bach and Schl{\"o}tterer, J{\"o}rg and Seifert, Christin},
      year = {2022},
      publisher = {{arXiv}},
      doi = {10.48550/ARXIV.2209.02552},
      copyright = {Creative Commons Attribution Non Commercial No Derivatives 4.0 International}
    }
    
  4. Van Bach Nguyen, Jan Trienes, Meike Nauta, Shreyasi Pathak, Paul Youssef, Sultan Imangaliyev, Jörg Schlötterer, and Christin Seifert. PPLM Revisited: Steering and Beaming a Lumbering Mammoth to Control Text Generation. ICLR Blog Track. 2022. [url]
    BibTeX
    @inproceedings{Nguyen2022_iclr-blog_pplmrevisiteds-mammoth,
      title = {{{PPLM}} Revisited: {{Steering}} and Beaming a Lumbering Mammoth to Control Text Generation},
      booktitle = {{{ICLR}} Blog Track},
      author = {Nguyen, Van Bach and Trienes, Jan and Nauta, Meike and Pathak, Shreyasi and Youssef, Paul and Imangaliyev, Sultan and Schl{\"o}tterer, J{\"o}rg and Seifert, Christin},
      year = {2022},
      url = {https://iclr-blog-track.github.io/2022/03/25/PPLM/},
      keywords = {peer-other}
    }
    
  5. Jan Trienes, Jörg Schlötterer, Hans-Ulrich Schildhaus, and Christin Seifert. Patient-Friendly Clinical Notes: Towards a New Text Simplification Dataset. Proc. EMNLP Workshop on Text Simplification, Accessibility, and Readability (TSAR). 2022.
    BibTeX
    @inproceedings{Trienes2022_tsar_patient-friendly-clinical-notes,
      title = {Patient-Friendly Clinical Notes: {{Towards}} a New Text Simplification Dataset},
      booktitle = {Proc. {{EMNLP}} Workshop on Text Simplification, Accessibility, and Readability ({{TSAR}})},
      author = {Trienes, Jan and Schl{\"o}tterer, J{\"o}rg and Schildhaus, Hans-Ulrich and Seifert, Christin},
      year = {2022}
    }
    

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