VITALITY: Promoting Serendipitous Discovery of Academic Literature with Transformers & Visual Analytics

  title={VITALITY: Promoting Serendipitous Discovery of Academic Literature with Transformers \& Visual Analytics},
  author={Arpit Narechania and Alireza Karduni and Ryan Wesslen and Emily Wall},
  journal={IEEE Transactions on Visualization and Computer Graphics},
There are a few prominent practices for conducting reviews of academic literature, including searching for specific keywords on Google Scholar or checking citations from some initial seed paper(s). These approaches serve a critical purpose for academic literature reviews, yet there remain challenges in identifying relevant literature when similar work may utilize different terminology (e.g., mixed-initiative visual analytics papers may not use the same terminology as papers on model-steering… 

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