Document Retrieval on Legal corpus (test)
87Precision@10Topic-Enriched Embeddings
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Topic-Enriched EmbeddingsEmbedding Technique=Topic-Enriched Embeddings2025.12 | 87 | 72 | 79 | |
| Contextual EmbeddingsEmbedding Technique=Contextual Embeddings2025.12 | 83 | 67 | 74 | |
| LDA-EnrichedEmbedding Technique=LDA-Enriched2025.12 | 79 | 62 | 70 | |
| LSA-EnrichedEmbedding Technique=LSA-Enriched2025.12 | 75 | 58 | 65 | |
| TF-IDF EnrichedEmbedding Technique=TF-IDF Enriched2025.12 | 68 | 51 | 58 |