ENT-00002937 · Dataset

QuAC

QuAC is a language dataset / benchmark associated with Allen Institute for AI / University of Washington.

Level V — PersistentActiveDocumented

Human readable record

Overview

QuAC is a documented language dataset or benchmark. It is recorded as question answering in context dataset, supporting evaluation or training for question answering, reasoning, dialogue, classification, translation or multilingual language understanding.

Timeline

2018Public release or documentation
QuAC appears in public documentation, project records, benchmark descriptions or research references associated with Allen Institute for AI / University of Washington.

Capabilities

Dataset referenceBenchmark or training-data contextTask-level documentationModel evaluation supportSource-based traceability

Known limitations

Dataset coverage, licensing, annotation quality and benchmark relevance depend on the source version and use context.Performance claims should be assessed through models evaluated on the dataset rather than inferred from the dataset alone.

Technical and registry detail

Technical description

Structured record for QuAC. The technical layer identifies the entity type, classification, creator or organization, official source anchor, capabilities, limitations, timeline entries and graph relationships without adding internal import events to the public history.

Controlled tags

DatasetNLPBenchmarkLanguage Understanding

Relationship graph

QuAC

Associated organizationAllen Institute for AI / University of Washington

Allen Institute for AI / University of Washington is the organization, project community or institutional context associated with QuAC.

Domain contextLanguage model evaluation and NLP data

QuAC belongs to the Language model evaluation and NLP data layer of the intelligent-entity registry.

Machine readable layer

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

{
    "@context": "https://schema.org",
    "@type": "Thing",
    "identifier": "ENT-00002937",
    "name": "QuAC",
    "alternateName": [],
    "additionalType": "Dataset",
    "description": "QuAC is a language dataset / benchmark associated with Allen Institute for AI / University of Washington.",
    "creator": "Allen Institute for AI / University of Washington",
    "url": "entity.php?id=ENT-00002937",
    "sameAs": "https://quac.ai/",
    "lxkeysWorld": {
        "classification": "Language Dataset / Benchmark",
        "organization": "Allen Institute for AI / University of Washington",
        "originContext": "Language model evaluation and NLP data",
        "firstPublicAppearance": "2018",
        "currentStatus": "Active",
        "registryStatus": "Documented",
        "spatiumIndex": {
            "total": 82,
            "documentation": 25,
            "evidence": 13,
            "structure": 25,
            "relationships": 19,
            "level": "Level V — Persistent"
        },
        "lxCalendarium": {
            "start_date_utc": "2023-04-01",
            "created_utc": "2026-06-17T01:48:33+00:00",
            "created_dypclt": "D-0 Y-2 P-3 C-3 L-22 T-4",
            "updated_utc": "2026-06-17T01:48:33+00:00",
            "updated_dypclt": "D-0 Y-2 P-3 C-3 L-22 T-4",
            "reviewed_utc": "2026-06-17T01:48:33+00:00",
            "reviewed_dypclt": "D-0 Y-2 P-3 C-3 L-22 T-4"
        },
        "capabilities": [
            "Dataset reference",
            "Benchmark or training-data context",
            "Task-level documentation",
            "Model evaluation support",
            "Source-based traceability"
        ],
        "limitations": [
            "Dataset coverage, licensing, annotation quality and benchmark relevance depend on the source version and use context.",
            "Performance claims should be assessed through models evaluated on the dataset rather than inferred from the dataset alone."
        ],
        "tags": [
            "Dataset",
            "NLP",
            "Benchmark",
            "Language Understanding"
        ],
        "timeline": [
            {
                "date": "2018",
                "title": "Public release or documentation",
                "description": "QuAC appears in public documentation, project records, benchmark descriptions or research references associated with Allen Institute for AI / University of Washington."
            }
        ],
        "relationships": [
            {
                "target": "Allen Institute for AI / University of Washington",
                "type": "Associated organization",
                "description": "Allen Institute for AI / University of Washington is the organization, project community or institutional context associated with QuAC.",
                "evidence_level": "documentary"
            },
            {
                "target": "Language model evaluation and NLP data",
                "type": "Domain context",
                "description": "QuAC belongs to the Language model evaluation and NLP data layer of the intelligent-entity registry.",
                "evidence_level": "documentary"
            }
        ],
        "sources": [
            {
                "label": "Official or reference source",
                "url": "https://quac.ai/",
                "source_type": "Primary / Reference Source",
                "verification_status": "verified"
            }
        ]
    }
}

Proof and discussion layer

Contribute to this record

Submit a proof, correction or comment. Public display is moderated. Every submission remains preserved in the export archive.

Submit proof or comment

Approved comments

No approved public comment yet.