SC
ENT-00000913 · AI Model

SciBERT

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

Level V PersistentActiveDocumented
Human record

Overview

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.

Timeline

  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.

Capabilities

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

Known limitations

Capabilities vary by release, deployment setting and evaluation method.Operational details may differ across hosted APIs, open releases or downstream integrations.
Technical and structured detail

Technical description

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.

Controlled tags

Allen AIFoundation ModelDocumented AIscientific
Relationship graph

SciBERT

Open in full graph
SciBERT
Associated OrganizationOutgoing
Allen AI

Allen AI is the organization or ecosystem associated with SciBERT.

Creator or DeveloperOutgoing
Allen Institute for AI

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

Registry CategoryOutgoing
Foundation Models

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

Machine readable layer

Structured entry data for human tools, AI systems and machine clients.

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    "@type": "Thing",
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    "name": "SciBERT",
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    "creator": "Allen Institute for AI",
    "url": "https://lxkeys.world/entry.php?id=ENT-00000913&lang=en",
    "sameAs": "https://allenai.org/blog/scibert",
    "image": "",
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        "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",
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            "updated_utc": "2026-06-16T23:59:02+00:00",
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        "capabilities": [
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        "sources": [
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                "label": "SciBERT official reference",
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                "authority_basis": "curated-corpus-refresh-2026-09-08"
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}
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