TY  - UNPB
ID  - dl3-b-recursive-synthetic-support-1
TI  - The Curse of Recursion: Training on Generated Data Makes Models Forget
AU  - Ilia Shumailov
AU  - Zakhar Shumaylov
AU  - Yiren Zhao
AU  - Yarin Gal
AU  - Nicolas Papernot
AU  - Ross Anderson
PY  - 2023
T2  - arXiv preprint
UR  - https://arxiv.org/abs/2305.17493
N1  - Primary publisher or author arXiv abstract and metadata inspected via web on 2026-10-28; no independent proof or benchmark replication.
ER  - 

TY  - UNPB
ID  - dl3-b-recursive-synthetic-support-2
TI  - Self-Consuming Generative Models Go MAD
AU  - Sina Alemohammad
AU  - Josue Casco-Rodriguez
AU  - Lorenzo Luzi
AU  - Ahmed Imtiaz Humayun
AU  - Hossein Babaei
AU  - Daniel LeJeune
AU  - Ali Siahkoohi
AU  - Richard G. Baraniuk
PY  - 2023
T2  - arXiv preprint
UR  - https://arxiv.org/abs/2307.01850
N1  - Primary publisher or author arXiv abstract and metadata inspected via web on 2026-10-28; no independent proof or benchmark replication.
ER  - 

TY  - UNPB
ID  - dl3-b-recursive-synthetic-support-3
TI  - Is Model Collapse Inevitable? Breaking the Curse of Recursion by Accumulating Real and Synthetic Data
AU  - Matthias Gerstgrasser
AU  - Rylan Schaeffer
AU  - Apratim Dey
AU  - et al.
PY  - 2024
T2  - arXiv preprint
UR  - https://arxiv.org/abs/2404.01413
N1  - Primary publisher or author arXiv abstract and metadata inspected via web on 2026-10-28; no independent proof or benchmark replication.
ER  - 

TY  - UNPB
ID  - dl3-b-recursive-synthetic-support-4
TI  - Self-Instruct: Aligning Language Models with Self-Generated Instructions
AU  - Yizhong Wang
AU  - Yeganeh Kordi
AU  - Swaroop Mishra
AU  - Alisa Liu
AU  - Noah A. Smith
AU  - Daniel Khashabi
AU  - Hannaneh Hajishirzi
PY  - 2022
T2  - arXiv preprint
UR  - https://arxiv.org/abs/2212.10560
N1  - Primary publisher or author arXiv abstract and metadata inspected via web on 2026-10-28; no independent proof or benchmark replication.
ER  - 

TY  - UNPB
ID  - dl3-b-recursive-synthetic-support-5
TI  - Self-training Improves Pre-training for Natural Language Understanding
AU  - Jingfei Du
AU  - Edouard Grave
AU  - Beliz Gunel
AU  - Vishrav Chaudhary
AU  - Onur Celebi
AU  - Michael Auli
AU  - Ves Stoyanov
AU  - Alexis Conneau
PY  - 2020
T2  - arXiv preprint
UR  - https://arxiv.org/abs/2010.02194
N1  - Primary publisher or author arXiv abstract and metadata inspected via web on 2026-10-28; no independent proof or benchmark replication.
ER  - 

TY  - UNPB
ID  - dl3-b-recursive-synthetic-support-6
TI  - On-Policy Distillation of Language Models: Learning from Self-Generated Mistakes
AU  - Rishabh Agarwal
AU  - Nino Vieillard
AU  - Yongchao Zhou
AU  - Piotr Stanczyk
AU  - Sabela Ramos
AU  - Matthieu Geist
AU  - Olivier Bachem
PY  - 2023
T2  - arXiv preprint
UR  - https://arxiv.org/abs/2306.13649
N1  - Primary publisher or author arXiv abstract and metadata inspected via web on 2026-10-28; no independent proof or benchmark replication.
ER  -