Datasets › KP20k
KP20k
KP20k is a large-scale scholarly articles dataset with 528K articles for training, 20K articles for validation and 20K articles for testing.
Source: Keyphrase Prediction With Pre-trained Language Model Image Source: https://arxiv.org/pdf/1704.06879.pdf
Benchmarks archive 2025-07-28
All 3 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) | Paper | Code | ||||
|---|---|---|---|---|---|---|
| Keyphrase Extraction | KP20k | Wiki+RoBERTa Recall 73.0 | UCPhrase: Unsupervised Context-aware Quality Phrase Tagging | xgeric/UCPhrase-reproduce +1 | 7 | Compare |
| Phrase Tagging | KP20k | UCPhrase Precision 69.9 | UCPhrase: Unsupervised Context-aware Quality Phrase Tagging | xgeric/UCPhrase-reproduce +1 | 4 | Compare |
| Phrase Ranking | KP20k | Wiki+RoBERTa P@5K 100.0 | UCPhrase: Unsupervised Context-aware Quality Phrase Tagging | xgeric/UCPhrase-reproduce +1 | 3 | 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 87. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.
| Date | Samples run Syntology | |||
|---|---|---|---|---|
| UCPhrase: Unsupervised Context-aware Quality Phrase Tagging | 2 | 14 | 28 May 2021 | not harvested |
Dataset loaders archive 2025-07-28
1 loader as listed in the archive; links are outbound and not re-checked here.
Tasks archive 2025-07-28
License archive 2025-07-28
Unknown
Modalities archive 2025-07-28
Languages archive 2025-07-28
Variants archive 2025-07-28
- KP20k
1 variant name, as the archive lists them.
Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections