Keyphrase Extraction on Inspec Avg. Match (test)
62.4Precision @ 5PatternRankNP
Evaluation Results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| PatternRankNPCandidate Selection=Noun phrases, Ranking Model=SBERT PLM2022.10 | 62.4 | 20.01 | 28.61 | 54.94 | 32.98 | 38.68 | 44.33 | 46.69 | 43.11 | |
| PatternRankPOSCandidate Selection=PoS tags pattern, Ranking Model=SBERT PLM2022.10 | 62.13 | 20.03 | 28.57 | 55.45 | 33.57 | 39.24 | 45.51 | 48.54 | 44.54 | |
| SingleRankType=Graph-based2022.10 | 56.83 | 17.96 | 25.77 | 50.96 | 30.63 | 35.9 | 43.03 | 46.26 | 42.24 | |
| YAKEType=Statistical features2022.10 | 51.81 | 15.6 | 22.64 | 44.54 | 25.96 | 30.59 | 38.07 | 36.68 | 34.13 | |
| KeyBERTCandidate Selection=n-grams, Ranking Model=SBERT PLM2022.10 | 45.23 | 13.07 | 19.19 | 38.6 | 21.72 | 25.99 | 33.43 | 31.23 | 30.05 |