Semantic Coherence Verification for Distributed AI Inference: Validation of the Omega Metric Using Multilingual Sentence Embeddings
Fuente:
Zenodo
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Recurso digital |
| Sprache: | Englisch |
| Veröffentlicht: |
Zenodo
2026
|
| Schlagworte: | |
| Online-Zugang: | |
| Tags: |
Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
|
| _version_ | 1866901544270561280 |
|---|---|
| author | Cano Gonzalez, Cristian |
| author_facet | Cano Gonzalez, Cristian |
| contents | <p><code class="bg-text-200/5 border border-0.5 border-border-300 text-danger-000 whitespace-pre-wrap rounded-[0.4rem] px-1 py-px text-[0.9rem]">Experimental validation of the Omega metric for semantic coherence verification in distributed AI inference networks. AUC-ROC of 0.9539 on 1,000 Wikipedia fragment pairs in Spanish. Phase 0 of a volunteer-node distributed inference architecture.</code></p> |
| format | Recurso digital |
| id | zenodo_https___doi_org_10_5281_zenodo_20220283 |
| institution | Zenodo |
| language | eng |
| publishDate | 2026 |
| publisher | Zenodo |
| record_format | zenodo |
| spellingShingle | Semantic Coherence Verification for Distributed AI Inference: Validation of the Omega Metric Using Multilingual Sentence Embeddings Cano Gonzalez, Cristian distributed inference semantic coherence sentence embeddings AUC-ROC volunteer computing <p><code class="bg-text-200/5 border border-0.5 border-border-300 text-danger-000 whitespace-pre-wrap rounded-[0.4rem] px-1 py-px text-[0.9rem]">Experimental validation of the Omega metric for semantic coherence verification in distributed AI inference networks. AUC-ROC of 0.9539 on 1,000 Wikipedia fragment pairs in Spanish. Phase 0 of a volunteer-node distributed inference architecture.</code></p> |
| title | Semantic Coherence Verification for Distributed AI Inference: Validation of the Omega Metric Using Multilingual Sentence Embeddings |
| topic | distributed inference semantic coherence sentence embeddings AUC-ROC volunteer computing |
| url | https://doi.org/10.5281/zenodo.20220283 |