SC
ENT-00000913 · Modèle IA

SciBERT

SciBERT is a AI model associated with Allen AI, classified in LXKeys.world as Scientific / Biomedical Model.

Niveau V PersistantActifDocumenté
Fiche publique

Vue d’ensemble

SciBERT is documented as a foundation model or model-family record associated with Allen AI. Its relevance comes from BERT-based model trained on scientific text. The entity is useful for tracing model lineage, provider strategy, capability evolution and relationships between assistants, APIs and downstream products.

Chronologie

  1. 2019Initial model publication or release

    SciBERT entered the documented public record in 2019. This event is retained at the precision supported by the Entry’s reviewed source history.

Capacités

Language or multimodal model capabilityAPI or deployment integrationReasoning, generation or representation learningModel-family relationship mapping

Limites connues

Capabilities vary by release, deployment setting and evaluation method.Operational details may differ across hosted APIs, open releases or downstream integrations.
Détail technique et structuré

Description technique

Structured LXKeys.world registry record for SciBERT. Entity type: AI Model; classification: Scientific / Biomedical Model; creator/organization context: Allen Institute for AI. Canonical source anchor: https://allenai.org/blog/scibert. The record tracks source authority, first public appearance, timeline, capabilities, limitations, registry status and graph relationships. Automatic refresh is limited to sources explicitly classified as OFFICIAL and enabled for updates; documentary and research references remain non-authoritative unless reviewed.

Tags contrôlés

Allen AIFoundation ModelDocumented AIscientific
Graphe relationnel

SciBERT

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SciBERT
Organisation associéeSortante
Allen AI

Allen AI is the organization or ecosystem associated with SciBERT.

Créateur ou développeurSortante
Allen Institute for AI

Allen Institute for AI is identified as a creator, developer or originating actor for SciBERT.

Catégorie de registreSortante
Foundation Models

Model-level entity connected to the foundation-model layer of the registry.

Couche lisible par machine

Données structurées de l’entrée pour les outils humains, les systèmes IA et les clients machine.

{
    "@context": [
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        {
            "lxw": "https://lxkeys.world/schema/"
        }
    ],
    "@type": "Thing",
    "identifier": "ENT-00000913",
    "name": "SciBERT",
    "alternateName": [],
    "additionalType": {
        "category": "Models",
        "type": "AI Model",
        "subtype": "",
        "lxkeysEntity": false
    },
    "description": "SciBERT is a AI model associated with Allen AI, classified in LXKeys.world as Scientific / Biomedical Model.",
    "creator": "Allen Institute for AI",
    "url": "https://lxkeys.world/entry.php?id=ENT-00000913&lang=fr",
    "sameAs": "https://allenai.org/blog/scibert",
    "image": "",
    "lxkeysWorld": {
        "worldId": "ENT-00000913",
        "kind": "Models",
        "type": "AI Model",
        "subtype": "",
        "classification": "Scientific / Biomedical Model",
        "organization": "Allen AI",
        "originContext": "Research model",
        "firstPublicAppearance": "2019",
        "currentStatus": "Active",
        "documentationStatus": "Documented",
        "documentationIndex": {
            "total": 88,
            "documentation": 25,
            "evidence": 13,
            "structure": 25,
            "relationships": 25,
            "level": "Level V Persistent"
        },
        "lxCalendarium": {
            "start_date_utc": "2023-04-01",
            "created_utc": "2026-06-16T23:59:02+00:00",
            "created_dypclt": "D-0 Y-2 P-3 C-3 L-21 T-3",
            "updated_utc": "2026-06-16T23:59:02+00:00",
            "updated_dypclt": "D-0 Y-2 P-3 C-3 L-21 T-3"
        },
        "facts": [],
        "capabilities": [
            "Language or multimodal model capability",
            "API or deployment integration",
            "Reasoning, generation or representation learning",
            "Model-family relationship mapping"
        ],
        "limitations": [
            "Capabilities vary by release, deployment setting and evaluation method.",
            "Operational details may differ across hosted APIs, open releases or downstream integrations."
        ],
        "tags": [
            "Allen AI",
            "Foundation Model",
            "Documented AI",
            "scientific"
        ],
        "timeline": [
            {
                "date": "2019",
                "title": "Initial model publication or release",
                "description": "SciBERT entered the documented public record in 2019. This event is retained at the precision supported by the Entry’s reviewed source history.",
                "source_url": "https://allenai.org/blog/scibert",
                "verification_status": "source_backed_official"
            }
        ],
        "relationships": [
            {
                "target": "Allen AI",
                "type": "Associated Organization",
                "description": "Allen AI is the organization or ecosystem associated with SciBERT.",
                "evidence_level": "documentary"
            },
            {
                "target": "Allen Institute for AI",
                "type": "Creator or Developer",
                "description": "Allen Institute for AI is identified as a creator, developer or originating actor for SciBERT.",
                "evidence_level": "documentary",
                "target_id": "ENT-00000728"
            },
            {
                "target": "Foundation Models",
                "type": "Registry Category",
                "description": "Model-level entity connected to the foundation-model layer of the registry.",
                "evidence_level": "documentary"
            }
        ],
        "sources": [
            {
                "label": "SciBERT official reference",
                "url": "https://allenai.org/blog/scibert",
                "source_type": "Official Documentation",
                "verification_status": "verified",
                "authority": "OFFICIAL",
                "role": "primary",
                "update_enabled": true,
                "authority_basis": "curated-corpus-refresh-2026-09-08"
            }
        ],
        "canonical": [],
        "imageMeta": []
    }
}
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