From 7645edab23c90478b59c551a1b624acdece71973 Mon Sep 17 00:00:00 2001 From: ravenscroftj Date: Sun, 29 Jan 2023 11:15:04 +0000 Subject: [PATCH] Add 'brainsteam/content/annotations/2023/01/29/1674990286.md' --- .../annotations/2023/01/29/1674990286.md | 61 +++++++++++++++++++ 1 file changed, 61 insertions(+) create mode 100644 brainsteam/content/annotations/2023/01/29/1674990286.md diff --git a/brainsteam/content/annotations/2023/01/29/1674990286.md b/brainsteam/content/annotations/2023/01/29/1674990286.md new file mode 100644 index 0000000..73fb34b --- /dev/null +++ b/brainsteam/content/annotations/2023/01/29/1674990286.md @@ -0,0 +1,61 @@ +--- +date: '2023-01-29T11:04:46' +hypothesis-meta: + created: '2023-01-29T11:04:46.963592+00:00' + document: + title: + - 2301.11305.pdf + flagged: false + group: __world__ + hidden: false + id: vhYdup_EEe228yPQ_hxjIg + links: + html: https://hypothes.is/a/vhYdup_EEe228yPQ_hxjIg + incontext: https://hyp.is/vhYdup_EEe228yPQ_hxjIg/arxiv.org/pdf/2301.11305.pdf + json: https://hypothes.is/api/annotations/vhYdup_EEe228yPQ_hxjIg + permissions: + admin: + - acct:ravenscroftj@hypothes.is + delete: + - acct:ravenscroftj@hypothes.is + read: + - group:__world__ + update: + - acct:ravenscroftj@hypothes.is + tags: + - chatgpt + - detecting gpt + target: + - selector: + - end: 12496 + start: 12292 + type: TextPositionSelector + - exact: "if we apply small perturbations to a passagex \u223C p\u03B8 , producing\ + \ \u0303x, the quantity log p\u03B8 (x) \u2212 log p\u03B8 ( \u0303x)should\ + \ be relatively large on average for machine-generatedsamples compared to\ + \ human-written text." + prefix: 'like human text. Inother words, ' + suffix: ' To leverage thishypothesis, fir' + type: TextQuoteSelector + source: https://arxiv.org/pdf/2301.11305.pdf + text: By applying small changes to text sample x, we should be able to find the + log probs of x and the perturbed example and there should be a fairly big delta + for machine generated examples. + updated: '2023-01-29T11:04:46.963592+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/2023/01/29/1674990286 + +--- + + + +
if we apply small perturbations to a passagex ∼ pθ , producing ̃x, the quantity log pθ (x) − log pθ ( ̃x)should be relatively large on average for machine-generatedsamples compared to human-written text.
By applying small changes to text sample x, we should be able to find the log probs of x and the perturbed example and there should be a fairly big delta for machine generated examples. \ No newline at end of file