Keyphrase Extraction on KP20k
Metric: F1@10 (higher is better)
Metric: F1@10 (higher is better)
| # | Model↕ | F1@10▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | UCPhrase | 19.7 | No | UCPhrase: Unsupervised Context-aware Quality Phr... | 2021-05-28 | Code |
| 2 | Wiki+RoBERTa | 19.2 | No | UCPhrase: Unsupervised Context-aware Quality Phr... | 2021-05-28 | Code |
| 3 | AutoPhrase | 18.2 | No | UCPhrase: Unsupervised Context-aware Quality Phr... | 2021-05-28 | Code |
| 4 | Spacy | 15.3 | No | UCPhrase: Unsupervised Context-aware Quality Phr... | 2021-05-28 | Code |
| 5 | TopMine | 15 | No | UCPhrase: Unsupervised Context-aware Quality Phr... | 2021-05-28 | Code |
| 6 | StanfordNLP | 13.9 | No | UCPhrase: Unsupervised Context-aware Quality Phr... | 2021-05-28 | Code |
| 7 | PKE | 12.6 | No | UCPhrase: Unsupervised Context-aware Quality Phr... | 2021-05-28 | Code |