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How much does the map of science depend on the embedding model?

Ortega, Alejandro Treny
arXiv (All) · Papers
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Science maps describe relationships between papers. Text embedding models build these relationships by turning a paper's text into a list of numbers that gives it a position. Would another model give the same picture? I compare ten models using titles and abstracts of 500,000 publications from the O
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