Topic Modeling on Yelp 5Cate
52Topic Coherence (TC)LX Topic
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| LX Topicnumber of topics (K)=502026.03 | 52 | 86.6 | 45 | |
| WeTenumber of topics (K)=502026.03 | 46.9 | 77.2 | 36.2 | |
| CLNTMnumber of topics (K)=502026.03 | 45.9 | 76.9 | 35.3 | |
| LLM-ITLnumber of topics (K)=502026.03 | 45.4 | 95.9 | 43.5 | |
| SCHOLARnumber of topics (K)=502026.03 | 44.6 | 82.3 | 36.7 | |
| LDAnumber of topics (K)=502026.03 | 44.3 | 63.6 | 28.1 | |
| FASTopicnumber of topics (K)=502026.03 | 42.4 | 88.8 | 37.7 | |
| BERTopicnumber of topics (K)=502026.03 | 42 | 80.9 | 34 | |
| ETMnumber of topics (K)=502026.03 | 38.7 | 56.4 | 21.8 | |
| NSTMnumber of topics (K)=502026.03 | 38.4 | 23.4 | 9 | |
| NMFnumber of topics (K)=502026.03 | 37.9 | 56.6 | 21.5 | |
| PLDAnumber of topics (K)=502026.03 | 35.1 | 63.1 | 22.2 | |
| NVDMnumber of topics (K)=502026.03 | 31.3 | 64.4 | 20.1 | |
| ECRTMnumber of topics (K)=502026.03 | 31.3 | 93.1 | 29.2 |