Keyword Extraction
Keyword extraction is tasked with the automatic identification of terms that best describe the subject of a document (Source: Wikipedia).
Papers
Showing 1–25 of 172 papers
Benchmark Results
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | Phraseformer(BERT, ExEm(ft)) | F1 score | 69.87 | — | Unverified |
| 2 | Phraseformer(BERT, ExEm(w2v)) | F1 score | 69.7 | — | Unverified |
| 3 | Phraseformer(BERT, Node2vec) | F1 score | 68.68 | — | Unverified |
| 4 | Phraseformer(BERT, DeepWalk) | F1 score | 68.44 | — | Unverified |
| 5 | FRAKE | F1 score | 58.9 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | Phraseformer(BERT, ExEm(ft)) | F1 score | 48.65 | — | Unverified |
| 2 | Phraseformer(BERT, ExEm(w2v)) | F1 score | 48.48 | — | Unverified |
| 3 | Phraseformer(BERT, Node2vec) | F1 score | 47.46 | — | Unverified |
| 4 | Phraseformer(BERT, DeepWalk) | F1 score | 47.22 | — | Unverified |
| 5 | FRAKE | F1 score | 37.5 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | Phraseformer(BERT, ExEm(ft)) | F1 score | 67.13 | — | Unverified |
| 2 | Phraseformer(BERT, ExEm(w2v)) | F1 score | 66.96 | — | Unverified |
| 3 | Phraseformer(BERT, Node2vec) | F1 score | 65.94 | — | Unverified |
| 4 | Phraseformer(BERT, DeepWalk) | F1 score | 65.7 | — | Unverified |
| 5 | FRAKE | F1 score | 54 | — | Unverified |