Keyphrase Extraction on Inspec Exact Match (test)
41.76Precision @5PatternRankPOS
Evaluation Results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| PatternRankPOSCandidate Selection=PoS tags pattern, Ranking Model=SBERT PLM2022.10 | 41.76 | 18.44 | 24.35 | 36.1 | 29.63 | 30.99 | 27.8 | 39.42 | 31.37 | |
| PatternRankNPCandidate Selection=Noun phrases, Ranking Model=SBERT PLM2022.10 | 41.15 | 18.09 | 23.92 | 34.6 | 28.33 | 29.66 | 25.88 | 36.69 | 29.19 | |
| SingleRankType=Graph-based2022.10 | 38.11 | 16.55 | 21.97 | 33.29 | 27.27 | 28.55 | 27.24 | 38.84 | 30.8 | |
| YAKEType=Statistical features2022.10 | 26.16 | 11.71 | 15.37 | 20.88 | 18.45 | 18.5 | 16.45 | 27.78 | 19.65 | |
| KeyBERTCandidate Selection=n-grams, Ranking Model=SBERT PLM2022.10 | 12.97 | 6.08 | 7.82 | 11.42 | 10.53 | 10.3 | 9.75 | 17.14 | 11.76 |