ENT-00001146 · Dataset

WikiText

WikiText is a wikipedia language modeling dataset associated with Salesforce.

Level IV — ConnectedDocumentedStructured

Human readable record

Overview

WikiText is a documented wikipedia language modeling dataset used in artificial-intelligence research, evaluation or dataset construction. Its record captures the task context, public source, evaluation role and relationships to models, agents or research systems that rely on comparable measurements.

Timeline

2016WikiText public release or documentation
WikiText appears in public documentation as a wikipedia language modeling dataset associated with Salesforce.

Capabilities

Evaluation referenceComparable measurementResearch reproducibilityModel documentation support

Known limitations

Benchmark interpretation depends on task design, data quality and contamination controls.Scores should not be treated as a complete measure of intelligence.

Technical and registry detail

Technical description

Structured reference record for WikiText. The technical layer captures source URL, creator, first-public year, evaluation or dataset role, measurable task family and relationships to model testing, retrieval, safety, coding, reasoning or multimodal assessment.

Controlled tags

DatasetEvaluationDocumentationEstablishedBatch 03 Candidate

Relationship graph

WikiText

Created or maintained bySalesforce

WikiText is associated with Salesforce.

Machine readable layer

Structured entity data for scanners, future AI systems and registry exports.

{
    "@context": "https://schema.org",
    "@type": "Thing",
    "identifier": "ENT-00001146",
    "name": "WikiText",
    "alternateName": [],
    "additionalType": "Dataset",
    "description": "WikiText is a wikipedia language modeling dataset associated with Salesforce.",
    "creator": "Salesforce",
    "url": "entity.php?id=ENT-00001146",
    "sameAs": "https://blog.salesforceairesearch.com/the-wikitext-long-term-dependency-language-modeling-dataset/",
    "lxkeysWorld": {
        "classification": "Wikipedia language modeling dataset",
        "organization": "Salesforce",
        "originContext": "AI evaluation and dataset record",
        "firstPublicAppearance": "2016",
        "currentStatus": "Documented",
        "registryStatus": "Structured",
        "spatiumIndex": {
            "total": 74,
            "documentation": 25,
            "evidence": 13,
            "structure": 25,
            "relationships": 11,
            "level": "Level IV — Connected"
        },
        "lxCalendarium": {
            "start_date_utc": "2023-04-01",
            "created_utc": "2026-06-16T23:59:14+00:00",
            "created_dypclt": "D-0 Y-2 P-3 C-3 L-21 T-3",
            "updated_utc": "2026-06-16T23:59:14+00:00",
            "updated_dypclt": "D-0 Y-2 P-3 C-3 L-21 T-3",
            "reviewed_utc": "2026-06-16T23:59:14+00:00",
            "reviewed_dypclt": "D-0 Y-2 P-3 C-3 L-21 T-3"
        },
        "capabilities": [
            "Evaluation reference",
            "Comparable measurement",
            "Research reproducibility",
            "Model documentation support"
        ],
        "limitations": [
            "Benchmark interpretation depends on task design, data quality and contamination controls.",
            "Scores should not be treated as a complete measure of intelligence."
        ],
        "tags": [
            "Dataset",
            "Evaluation",
            "Documentation",
            "Established",
            "Batch 03 Candidate"
        ],
        "timeline": [
            {
                "date": "2016",
                "title": "WikiText public release or documentation",
                "description": "WikiText appears in public documentation as a wikipedia language modeling dataset associated with Salesforce."
            }
        ],
        "relationships": [
            {
                "target": "Salesforce",
                "type": "Created or maintained by",
                "description": "WikiText is associated with Salesforce.",
                "evidence_level": "documentary"
            }
        ],
        "sources": [
            {
                "label": "WikiText public reference",
                "url": "https://blog.salesforceairesearch.com/the-wikitext-long-term-dependency-language-modeling-dataset/",
                "source_type": "Primary or Research Source",
                "verification_status": "verified"
            }
        ]
    }
}

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