Topic Modeling on SemEval-STM Laptop label-free
-0.0613NPMIllama-3.2-3b-instruct-turbo
Evaluation results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| llama-3.2-3b-instruct-turbosegment-based topic allocation=true2026.05 | -0.0613 | -9.4438 | -4.988 | 0.4024 | 5.8505 | 7.9353 | 0.0059 | 0.1647 | 8.277 | 10.786 | |
| deepseek-v3segment-based topic allocation=true2026.05 | -0.1505 | -11.2648 | -6.855 | 0.3069 | 6.9381 | 10.7089 | 0.002 | 0.0428 | 10.5334 | 12.8404 | |
| BERTopic2026.05 | -0.1684 | -13.9148 | -8.217 | 0.322 | 4.5388 | 7.4211 | 0.0034 | 0.0862 | 4.7237 | 5.3453 | |
| LDA2026.05 | -0.1826 | -12.6159 | -7.8524 | 0.3105 | 6.7873 | 4.9365 | 0.0009 | -0.0066 | 10.8622 | 11.997 |