---
date: '2023-01-29T10:47:52'
hypothesis-meta:
  created: '2023-01-29T10:47:52.638117+00:00'
  document:
    title:
    - 2301.11305.pdf
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  group: __world__
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  id: YYCjTJ_CEe2thKdVH4ie0A
  links:
    html: https://hypothes.is/a/YYCjTJ_CEe2thKdVH4ie0A
    incontext: https://hyp.is/YYCjTJ_CEe2thKdVH4ie0A/arxiv.org/pdf/2301.11305.pdf
    json: https://hypothes.is/api/annotations/YYCjTJ_CEe2thKdVH4ie0A
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  tags:
  - chatgpt
  - detecting gpt
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  - selector:
    - end: 30225
      start: 30062
      type: TextPositionSelector
    - exact: We simulate human re-vision by replacing 5 word spans of the text with
        samplesfrom T5-3B until r% of the text has been replaced, andreport performance
        as r varies.
      prefix: 'n increasingly heavily revised. '
      suffix: ' Figure 5 shows that De-tectGPT '
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    source: https://arxiv.org/pdf/2301.11305.pdf
  text: I question the trustworthiness of this simulation - human edits are probably
    going to be more sporadic and random.
  updated: '2023-01-29T10:47:52.638117+00:00'
  uri: https://arxiv.org/pdf/2301.11305.pdf
  user: acct:ravenscroftj@hypothes.is
  user_info:
    display_name: James Ravenscroft
in-reply-to: https://arxiv.org/pdf/2301.11305.pdf
tags:
- chatgpt
- detecting gpt
- hypothesis
type: annotation
url: /annotations/2023/01/29/1674989272

---



 <blockquote>We simulate human re-vision by replacing 5 word spans of the text with samplesfrom T5-3B until r% of the text has been replaced, andreport performance as r varies.</blockquote>I question the trustworthiness of this simulation - human edits are probably going to be more sporadic and random.