Topic Modeling on 50 literary passages Human Evaluation (test)
2.81Topic 1 ScoreRetell-desc.
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Retell-desc.Backbone=GPT-4o mini, k=50, Variant=description2025.05 | 2.81 | 2.51 | 2.23 | 1.63 | |
| TopicGPT-liteBackbone=Llama 3.1 8B, k=2062025.05 | 2.64 | 2.57 | 2.19 | 1.4 | |
| Retell-desc.Backbone=GPT-4o mini, k=89, Variant=description2025.05 | 2.6 | 2.53 | 2.4 | 1.77 | |
| TopicGPT-liteBackbone=GPT-4o mini, k=892025.05 | 2.59 | 2.48 | 2.51 | 1.52 | |
| Retell-summ.Backbone=Llama 3.1 8B, k=206, Variant=summarization2025.05 | 2.4 | 2.14 | 2.17 | 1.81 | |
| Retell-summ.Backbone=Llama 3.1 8B, k=50, Variant=summarization2025.05 | 2.36 | 2.3 | 2.12 | 1.67 |