Keyphrase Extraction on Krapivin (test)
20.79F1@5Attention-Seeker
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Attention-Seeker2024.09 | 20.79 | 18.25 | 16.22 | |
| SAMRankModel=LLAMA 3-8B2024.09 | 17.38 | 16.78 | 15.15 | |
| PromptRank2024.09 | 16.11 | 16.71 | 16.02 | |
| MDERank2024.09 | 11.78 | 12.93 | 12.58 | |
| TopicRank2024.09 | 8.94 | 9.01 | 8.3 | |
| EmbedRankEmbedding=sent2vec2024.09 | 8.44 | 10.47 | 10.71 | |
| SingleRank2024.09 | 8.12 | 10.53 | 10.42 | |
| YAKE2024.09 | 8.09 | 9.35 | 11.05 | |
| TextRank2024.09 | 6.04 | 9.43 | 9.95 | |
| EmbedRankEmbedding=doc2vec2024.09 | 4.05 | 6.6 | 7.84 | |
| SIFRank2024.09 | 1.62 | 2.52 | 3 |