[
  {
    "id": "dl3-b-recursive-synthetic-support-1",
    "type": "article",
    "title": "The Curse of Recursion: Training on Generated Data Makes Models Forget",
    "author": [
      {
        "literal": "Ilia Shumailov"
      },
      {
        "literal": "Zakhar Shumaylov"
      },
      {
        "literal": "Yiren Zhao"
      },
      {
        "literal": "Yarin Gal"
      },
      {
        "literal": "Nicolas Papernot"
      },
      {
        "literal": "Ross Anderson"
      }
    ],
    "issued": {
      "date-parts": [
        [
          2023
        ]
      ]
    },
    "URL": "https://arxiv.org/abs/2305.17493",
    "container-title": "arXiv preprint",
    "note": "Primary publisher or author arXiv abstract and metadata inspected via web on 2026-10-28; no independent proof or benchmark replication.",
    "archive": "arXiv",
    "archive_location": "2305.17493"
  },
  {
    "id": "dl3-b-recursive-synthetic-support-2",
    "type": "article",
    "title": "Self-Consuming Generative Models Go MAD",
    "author": [
      {
        "literal": "Sina Alemohammad"
      },
      {
        "literal": "Josue Casco-Rodriguez"
      },
      {
        "literal": "Lorenzo Luzi"
      },
      {
        "literal": "Ahmed Imtiaz Humayun"
      },
      {
        "literal": "Hossein Babaei"
      },
      {
        "literal": "Daniel LeJeune"
      },
      {
        "literal": "Ali Siahkoohi"
      },
      {
        "literal": "Richard G. Baraniuk"
      }
    ],
    "issued": {
      "date-parts": [
        [
          2023
        ]
      ]
    },
    "URL": "https://arxiv.org/abs/2307.01850",
    "container-title": "arXiv preprint",
    "note": "Primary publisher or author arXiv abstract and metadata inspected via web on 2026-10-28; no independent proof or benchmark replication.",
    "archive": "arXiv",
    "archive_location": "2307.01850"
  },
  {
    "id": "dl3-b-recursive-synthetic-support-3",
    "type": "article",
    "title": "Is Model Collapse Inevitable? Breaking the Curse of Recursion by Accumulating Real and Synthetic Data",
    "author": [
      {
        "literal": "Matthias Gerstgrasser"
      },
      {
        "literal": "Rylan Schaeffer"
      },
      {
        "literal": "Apratim Dey"
      },
      {
        "literal": "et al."
      }
    ],
    "issued": {
      "date-parts": [
        [
          2024
        ]
      ]
    },
    "URL": "https://arxiv.org/abs/2404.01413",
    "container-title": "arXiv preprint",
    "note": "Primary publisher or author arXiv abstract and metadata inspected via web on 2026-10-28; no independent proof or benchmark replication.",
    "archive": "arXiv",
    "archive_location": "2404.01413"
  },
  {
    "id": "dl3-b-recursive-synthetic-support-4",
    "type": "article",
    "title": "Self-Instruct: Aligning Language Models with Self-Generated Instructions",
    "author": [
      {
        "literal": "Yizhong Wang"
      },
      {
        "literal": "Yeganeh Kordi"
      },
      {
        "literal": "Swaroop Mishra"
      },
      {
        "literal": "Alisa Liu"
      },
      {
        "literal": "Noah A. Smith"
      },
      {
        "literal": "Daniel Khashabi"
      },
      {
        "literal": "Hannaneh Hajishirzi"
      }
    ],
    "issued": {
      "date-parts": [
        [
          2022
        ]
      ]
    },
    "URL": "https://arxiv.org/abs/2212.10560",
    "container-title": "arXiv preprint",
    "note": "Primary publisher or author arXiv abstract and metadata inspected via web on 2026-10-28; no independent proof or benchmark replication.",
    "archive": "arXiv",
    "archive_location": "2212.10560"
  },
  {
    "id": "dl3-b-recursive-synthetic-support-5",
    "type": "article",
    "title": "Self-training Improves Pre-training for Natural Language Understanding",
    "author": [
      {
        "literal": "Jingfei Du"
      },
      {
        "literal": "Edouard Grave"
      },
      {
        "literal": "Beliz Gunel"
      },
      {
        "literal": "Vishrav Chaudhary"
      },
      {
        "literal": "Onur Celebi"
      },
      {
        "literal": "Michael Auli"
      },
      {
        "literal": "Ves Stoyanov"
      },
      {
        "literal": "Alexis Conneau"
      }
    ],
    "issued": {
      "date-parts": [
        [
          2020
        ]
      ]
    },
    "URL": "https://arxiv.org/abs/2010.02194",
    "container-title": "arXiv preprint",
    "note": "Primary publisher or author arXiv abstract and metadata inspected via web on 2026-10-28; no independent proof or benchmark replication.",
    "archive": "arXiv",
    "archive_location": "2010.02194"
  },
  {
    "id": "dl3-b-recursive-synthetic-support-6",
    "type": "article",
    "title": "On-Policy Distillation of Language Models: Learning from Self-Generated Mistakes",
    "author": [
      {
        "literal": "Rishabh Agarwal"
      },
      {
        "literal": "Nino Vieillard"
      },
      {
        "literal": "Yongchao Zhou"
      },
      {
        "literal": "Piotr Stanczyk"
      },
      {
        "literal": "Sabela Ramos"
      },
      {
        "literal": "Matthieu Geist"
      },
      {
        "literal": "Olivier Bachem"
      }
    ],
    "issued": {
      "date-parts": [
        [
          2023
        ]
      ]
    },
    "URL": "https://arxiv.org/abs/2306.13649",
    "container-title": "arXiv preprint",
    "note": "Primary publisher or author arXiv abstract and metadata inspected via web on 2026-10-28; no independent proof or benchmark replication.",
    "archive": "arXiv",
    "archive_location": "2306.13649"
  }
]