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researcher

Alistair Knott

1 paper hereh-index 358 citations9 works total

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author position
  • middle author1

Across the 1 of 1 paper where every author was matched, so the position is known.

fields
  • cs.CL1

identity via Semantic Scholar / OpenAlex

collaborators

1 paper

cs.CL2026

Learning by Surprise: Adaptive Mitigation of Model Collapse in Large Language Models

Daniele Gambetta, Gizem Gezici, Fosca Giannotti +3

As AI-generated content increasingly populates the web, generative AI models are at growing risk of being trained on their own outputs, a process known as AI autophagy. This feedba…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.