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FREDo

Introduced by Nicholas Popovic et al. in Few-Shot Document-Level Relation Extraction4 May 2022 archive 2025-07-28

FREDo is a Few-Shot Document-Level Relation Extraction Benchmark based on DocRED and SciERC. The dataset is divided into four subsets: training set (62 relations), validation set (16 relations), in-domain test set (16 relations), and cross-domain test set (7 relations).

Benchmarks archive 2025-07-28

All 2 leaderboards whose dataset resolves to this page shown (sort by any header). "First row" is the archive's own first row at snapshot, in the archive's row order; nothing here re-ranks and metric direction is not asserted.

First row (archive order)PaperCode
Few-Shot Relation Classification FREDo DL-MNAV F1 (1-Doc) 7.05 Few-Shot Document-Level Relation Extraction nicpopovic/fredo 1 Compare
Few-Shot Relation Classification FREDo (cross-domain) DL-MNAV+SIE+SBN F1 (1-Doc) 2.85 Few-Shot Document-Level Relation Extraction nicpopovic/fredo 1 Compare

Papers archive 2025-07-28

1 shown of 1 paper with a leaderboard row on this dataset's benchmarks, newest first. The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset; the archive's count for this dataset is 3. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.

DateSamples run Syntology
Few-Shot Document-Level Relation Extraction 1 2 4 May 2022 not harvested

Dataset loaders archive 2025-07-28

No loader listed in the archive.

Tasks archive 2025-07-28

License archive 2025-07-28

No licence recorded in the archive. Absence here is not a statement about the dataset's terms.

Modalities archive 2025-07-28

No modality tagged.

Languages archive 2025-07-28

No language tagged.

Variants archive 2025-07-28

  • FREDo
  • FREDo (cross-domain)

2 variant names, as the archive lists them.

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