Episode Detection on Wikipage key event corpus Politics theme
62.67Precision (k=5)EpiMine
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| EpiMineLLM integrated=true2024.08 | 62.67 | 21.54 | 29.23 | |
| EpiMine - No ConfidenceLLM integrated=true, Similarity=max cosine-similarity2024.08 | 60.29 | 27.73 | 24.77 | |
| EvMine + AILLM integrated=true2024.08 | 32.73 | 12.98 | 17.28 | |
| EpiMine - No LLMLLM integrated=false2024.08 | 30.64 | 23.51 | 19.06 | |
| K-means + AIEmbeddings=ST, LLM integrated=true2024.08 | 27.18 | 17.36 | 18.25 | |
| K-meansEmbeddings=ST2024.08 | 16.04 | 16.04 | 16.04 | |
| EMiner2024.08 | 8.66 | 0.16 | 0.32 | |
| EvMine2024.08 | 5.36 | 4 | 4.58 |