Topic Segmentation on Human 1.0 (test)
38Boundary Similarity (n=2)GPT3.5
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| GPT3.5model=gpt-3.5-turbo-16k, topk=1, prompting=overlapping and recursive2025.12 | 38 | 51 | 60 | |
| FlanT5backbone=Flan-T5 large (780M), topk=1, training=LoRA fine-tuned2025.12 | 25 | 38 | 46 | |
| BERTGraphclustering=graph-based, embedding=SentenceBERT2025.12 | 20 | 47 | 25 | |
| BERTthreshold=0.3, embedding=SentenceBERT2025.12 | 18 | 33 | 39 | |
| Split5rule=boundary every 5 sentences2025.12 | 13 | 17 | 48 |