{
  "schemaVersion": 2,
  "requestId": "00000000-0000-4000-8000-000000000001",
  "kind": "cited_claim",
  "roomId": "aaaaaaaa-aaaa-4aaa-8aaa-aaaaaaaaaaaa",
  "threadId": null,
  "assertion": {
    "wording": "Vaswani et al. describe the Transformer as a sequence transduction architecture that uses attention without recurrence or convolution.",
    "predicate": {
      "type": "concept",
      "key": "uses_method"
    },
    "roles": [
      {
        "role": "system",
        "definition": "The system employing the method in this assertion.",
        "value": {
          "type": "concept",
          "key": "transformer"
        }
      },
      {
        "role": "method",
        "definition": "The method the system is stated to employ.",
        "value": {
          "type": "concept",
          "key": "attention"
        }
      },
      {
        "role": "scope",
        "definition": "The setting and qualifications under which the stated relation applies.",
        "value": {
          "type": "text",
          "value": "Sequence transduction architecture, without recurrence or convolution."
        }
      }
    ]
  },
  "concepts": {
    "uses_method": {
      "label": "Uses a method",
      "definition": "A system employs a method in the stated scope. This relation does not imply superiority over other methods."
    },
    "transformer": {
      "label": "Transformer",
      "definition": "The sequence transduction architecture introduced by Vaswani et al. in arXiv:1706.03762v1."
    },
    "attention": {
      "label": "Attention mechanisms",
      "definition": "The attention mechanisms used in the Transformer architecture described in arXiv:1706.03762v1."
    }
  },
  "provenance": {
    "sources": [
      {
        "type": "arxiv",
        "arxivId": "1706.03762v1",
        "locator": "Abstract"
      }
    ],
    "note": "A paraphrase of the paper’s architectural description; this does not assert independent reproduction of its results."
  },
  "references": []
}