Document Clustering on Legal corpus (Argentina’s Law 19.640)
0.7Silhouette ScoreTopic-Enriched Embeddings
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Topic-Enriched EmbeddingsTechnique=Topic-Enriched Embeddings2025.12 | 0.7 | 580.6 | 1.19 | |
| Contextual EmbeddingsBackbone=all-MiniLM-L6-v22025.12 | 0.64 | 525.4 | 1.3 | |
| LDA-EnrichedTechnique=LDA-Enriched2025.12 | 0.57 | 465.7 | 1.39 | |
| LSA-EnrichedTechnique=LSA-Enriched2025.12 | 0.54 | 425.2 | 1.5 | |
| TF-IDF EnrichedTechnique=TF-IDF Enriched2025.12 | 0.47 | 330.5 | 1.85 |