Matches in SemOpenAlex for { <https://semopenalex.org/work/W4378465265> ?p ?o ?g. }
Showing items 1 to 67 of
67
with 100 items per page.
- W4378465265 abstract "We introduce Ghostbuster, a state-of-the-art system for detecting AI-generated text. Our method works by passing documents through a series of weaker language models and running a structured search over possible combinations of their features, then training a classifier on the selected features to determine if the target document was AI-generated. Crucially, Ghostbuster does not require access to token probabilities from the target model, making it useful for detecting text generated by black-box models or unknown model versions. In conjunction with our model, we release three new datasets of human and AI-generated text as detection benchmarks that cover multiple domains (student essays, creative fiction, and news) and task setups: document-level detection, author identification, and a challenge task of paragraph-level detection. Ghostbuster averages 99.1 F1 across all three datasets on document-level detection, outperforming previous approaches such as GPTZero and DetectGPT by up to 32.7 F1." @default.
- W4378465265 created "2023-05-27" @default.
- W4378465265 creator A5004921249 @default.
- W4378465265 creator A5013009875 @default.
- W4378465265 creator A5013447238 @default.
- W4378465265 creator A5075793514 @default.
- W4378465265 date "2023-05-24" @default.
- W4378465265 modified "2023-09-25" @default.
- W4378465265 title "Ghostbuster: Detecting Text Ghostwritten by Large Language Models" @default.
- W4378465265 doi "https://doi.org/10.48550/arxiv.2305.15047" @default.
- W4378465265 hasPublicationYear "2023" @default.
- W4378465265 type Work @default.
- W4378465265 citedByCount "0" @default.
- W4378465265 crossrefType "posted-content" @default.
- W4378465265 hasAuthorship W4378465265A5004921249 @default.
- W4378465265 hasAuthorship W4378465265A5013009875 @default.
- W4378465265 hasAuthorship W4378465265A5013447238 @default.
- W4378465265 hasAuthorship W4378465265A5075793514 @default.
- W4378465265 hasBestOaLocation W43784652651 @default.
- W4378465265 hasConcept C119857082 @default.
- W4378465265 hasConcept C121332964 @default.
- W4378465265 hasConcept C1276947 @default.
- W4378465265 hasConcept C136764020 @default.
- W4378465265 hasConcept C137293760 @default.
- W4378465265 hasConcept C154945302 @default.
- W4378465265 hasConcept C162324750 @default.
- W4378465265 hasConcept C187736073 @default.
- W4378465265 hasConcept C204321447 @default.
- W4378465265 hasConcept C2777206241 @default.
- W4378465265 hasConcept C2780451532 @default.
- W4378465265 hasConcept C38652104 @default.
- W4378465265 hasConcept C41008148 @default.
- W4378465265 hasConcept C48145219 @default.
- W4378465265 hasConcept C59656382 @default.
- W4378465265 hasConcept C95623464 @default.
- W4378465265 hasConceptScore W4378465265C119857082 @default.
- W4378465265 hasConceptScore W4378465265C121332964 @default.
- W4378465265 hasConceptScore W4378465265C1276947 @default.
- W4378465265 hasConceptScore W4378465265C136764020 @default.
- W4378465265 hasConceptScore W4378465265C137293760 @default.
- W4378465265 hasConceptScore W4378465265C154945302 @default.
- W4378465265 hasConceptScore W4378465265C162324750 @default.
- W4378465265 hasConceptScore W4378465265C187736073 @default.
- W4378465265 hasConceptScore W4378465265C204321447 @default.
- W4378465265 hasConceptScore W4378465265C2777206241 @default.
- W4378465265 hasConceptScore W4378465265C2780451532 @default.
- W4378465265 hasConceptScore W4378465265C38652104 @default.
- W4378465265 hasConceptScore W4378465265C41008148 @default.
- W4378465265 hasConceptScore W4378465265C48145219 @default.
- W4378465265 hasConceptScore W4378465265C59656382 @default.
- W4378465265 hasConceptScore W4378465265C95623464 @default.
- W4378465265 hasLocation W43784652651 @default.
- W4378465265 hasOpenAccess W4378465265 @default.
- W4378465265 hasPrimaryLocation W43784652651 @default.
- W4378465265 hasRelatedWork W2081647779 @default.
- W4378465265 hasRelatedWork W2556319748 @default.
- W4378465265 hasRelatedWork W2961085424 @default.
- W4378465265 hasRelatedWork W3107474891 @default.
- W4378465265 hasRelatedWork W3138893504 @default.
- W4378465265 hasRelatedWork W3185852197 @default.
- W4378465265 hasRelatedWork W3200179079 @default.
- W4378465265 hasRelatedWork W4205820553 @default.
- W4378465265 hasRelatedWork W4249229055 @default.
- W4378465265 hasRelatedWork W4287890639 @default.
- W4378465265 isParatext "false" @default.
- W4378465265 isRetracted "false" @default.
- W4378465265 workType "article" @default.