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Open‑source tools for semantic deduplication of research literature collections
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When you aggregate hundreds of papers, multiple versions (preprint / journal) of one work clutter your library. Simple string matching often fails for slightly altered titles. Are there open utilities for semantic‑aware paper deduplication?
Adam Evans, Aaron Roberts and 11 others3 Comments-
Some embedding‑based tools can detect different versions of identical manuscripts.
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You still need manual spot‑check, semantic matching can produce false positives.
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Combine semantic checks with DOI matching as primary ground‑truth source.
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