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Datasets for Effective Distributed Representations for Academic Expert Search

<p>Dataset for the &quot;Effective Distributed Representations for Academic Expert Search&quot; paper published at the <a href="https://ornlcda.github.io/SDProc/ ">SDP 2020 workshop</a> of the EMNLP conference.</p> <p>Two .zip archives are provided:</p> <p>1)<em><strong>&nbsp;papers_and_authors_source_csvs.zip :&nbsp;</strong></em>Contains&nbsp;<em>papers.csv&nbsp;</em>and&nbsp;<em>authors.csv</em>, which are&nbsp;CSV files with the source metadata for all the ~130k papers and ~68k authors used in the final version of the system.</p> <p>2)&nbsp;<em><strong>faiss_indexes.zip :&nbsp;</strong></em>Contains all the pre-populated FAISS indexes with all the embedding variations we used in our research.</p>

ShareScore

36/100

Overall dataset sharing score

Score breakdown

These five areas show where the dataset supports — or may limit — practical reuse.

Stewardship
8
Harmonization
4
Access
16
Reuse readiness
0
Engagement
8

Topics