ENT-00002949 · Dataset

Adversarial NLI

Adversarial NLI is a language dataset / benchmark associated with Facebook AI Research / UNC / NYU.

Level V — PersistentActiveDocumented

Human readable record

Overview

Adversarial NLI is a documented language dataset or benchmark. It is recorded as adversarial natural language inference benchmark, supporting evaluation or training for question answering, reasoning, dialogue, classification, translation or multilingual language understanding.

Timeline

2020Public release or documentation
Adversarial NLI appears in public documentation, project records, benchmark descriptions or research references associated with Facebook AI Research / UNC / NYU.

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 Adversarial NLI. 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

Adversarial NLI

Associated organizationFacebook AI Research / UNC / NYU

Facebook AI Research / UNC / NYU is the organization, project community or institutional context associated with Adversarial NLI.

Domain contextLanguage model evaluation and NLP data

Adversarial NLI 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-00002949",
    "name": "Adversarial NLI",
    "alternateName": [],
    "additionalType": "Dataset",
    "description": "Adversarial NLI is a language dataset / benchmark associated with Facebook AI Research / UNC / NYU.",
    "creator": "Facebook AI Research / UNC / NYU",
    "url": "entity.php?id=ENT-00002949",
    "sameAs": "https://github.com/facebookresearch/anli",
    "lxkeysWorld": {
        "classification": "Language Dataset / Benchmark",
        "organization": "Facebook AI Research / UNC / NYU",
        "originContext": "Language model evaluation and NLP data",
        "firstPublicAppearance": "2020",
        "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": "2020",
                "title": "Public release or documentation",
                "description": "Adversarial NLI appears in public documentation, project records, benchmark descriptions or research references associated with Facebook AI Research / UNC / NYU."
            }
        ],
        "relationships": [
            {
                "target": "Facebook AI Research / UNC / NYU",
                "type": "Associated organization",
                "description": "Facebook AI Research / UNC / NYU is the organization, project community or institutional context associated with Adversarial NLI.",
                "evidence_level": "documentary"
            },
            {
                "target": "Language model evaluation and NLP data",
                "type": "Domain context",
                "description": "Adversarial NLI 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://github.com/facebookresearch/anli",
                "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.