Binary Field of Research Classification Data

<p>The zip file includes the following data:</p> <ol> <li>Class category list (for categorical baseline),</li> <li>Document text: containing the title + abstract of each dataset instance.</li> <li>Class ORKG texts only: containing the dataset's ORKG label for each instance.</li> <li>Class DBpedia texts only: containing texts extracted from the linked DBpedia entity for each instance (the text is derived from rdfs:label + rdfs:comment)</li> <li>Class KGEs: containing DBpedia entity embeddings for each instance. The embeddings are pre-trained and extracted from https://zenodo.org/records/6384728.</li> <li>Author embedding per instance.</li> <li>Publisher embedding per instance.&nbsp;</li> <li>Labels: containing binary labels indicating whether an instance is a positive or negative sample.&nbsp;</li> </ol>