--- date: '2023-01-29T10:51:51' hypothesis-meta: created: '2023-01-29T10:51:51.599889+00:00' document: title: - 2301.11305.pdf flagged: false group: __world__ hidden: false id: 7-zzGp_CEe2jCu-eEdGdsw links: html: https://hypothes.is/a/7-zzGp_CEe2jCu-eEdGdsw incontext: https://hyp.is/7-zzGp_CEe2jCu-eEdGdsw/arxiv.org/pdf/2301.11305.pdf json: https://hypothes.is/api/annotations/7-zzGp_CEe2jCu-eEdGdsw 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: 40642 start: 40509 type: TextPositionSelector - exact: ex-tending DetectGPT to use ensembles of models for scoring,rather than a single model, may improve detection in theblack box setting prefix: 'lts in Section 5.2 suggest that ' suffix: . Another topic that remains une type: TextQuoteSelector source: https://arxiv.org/pdf/2301.11305.pdf text: DetectGPT could be extended to use ensembles of models allowing iot to work in black box settings where the log probs are unknown updated: '2023-01-29T10:51:51.599889+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/2023/01/29/1674989511 ---
ex-tending DetectGPT to use ensembles of models for scoring,rather than a single model, may improve detection in theblack box settingDetectGPT could be extended to use ensembles of models allowing iot to work in black box settings where the log probs are unknown