Topic Modeling on AskAcademia (test)
0.299CpGCTM-OT
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| GCTM-OTTopic number settings=[20, 30, 40, 50]2026.04 | 0.299 | 0.1946 | 0.0405 | -0.1173 | |
| DisCTMTopic number settings=[20, 30, 40, 50]2026.04 | 0.1362 | 0.154 | 0.0124 | -0.3812 | |
| CASTTopic number settings=[20, 30, 40, 50]2026.04 | 0.1337 | 0.1683 | 0.0142 | -0.4551 | |
| CWTMTopic number settings=[20, 30, 40, 50]2026.04 | 0.1039 | 0.1414 | -0.0042 | -0.6252 | |
| LDATopic number settings=[20, 30, 40, 50]2026.04 | 0.0997 | 0.1422 | -0.0114 | -0.6964 | |
| vONTTopic number settings=[20, 30, 40, 50]2026.04 | 0.0883 | 0.1187 | -0.0018 | -0.3956 | |
| LLM-TETopic number settings=[20, 30, 40, 50]2026.04 | 0.0696 | 0.1502 | -0.0348 | -1.6095 | |
| LLM-ITLTopic number settings=[20, 30, 40, 50]2026.04 | 0.0561 | 0.1559 | 0.001 | -0.6401 | |
| HiCOTTopic number settings=[20, 30, 40, 50]2026.04 | 0.0372 | 0.1527 | -0.0494 | -1.9659 | |
| CTMNegTopic number settings=[20, 30, 40, 50]2026.04 | -0.0156 | 0.1319 | -0.0267 | -1.2121 | |
| BATTopic number settings=[20, 30, 40, 50]2026.04 | -0.0786 | 0.1439 | -0.0031 | -0.6011 |