Matches in SemOpenAlex for { <https://semopenalex.org/work/W4361229230> ?p ?o ?g. }
Showing items 1 to 57 of
57
with 100 items per page.
- W4361229230 abstract "Supervised text models are a valuable tool for political scientists but present several obstacles to their use, including the expense of hand-labeling documents, the difficulty of retrieving rare relevant documents for annotation, and copyright and privacy concerns involved in sharing annotated documents. This article proposes a partial solution to these three issues, in the form of controlled generation of synthetic text with large language models. I provide a conceptual overview of text generation, guidance on when researchers should prefer different techniques for generating synthetic text, a discussion of ethics, and a simple technique for improving the quality of synthetic text. I demonstrate the usefulness of synthetic text with three applications: generating synthetic tweets describing the fighting in Ukraine, synthetic news articles describing specified political events for training an event detection system, and a multilingual corpus of populist manifesto statements for training a sentence-level populism classifier." @default.
- W4361229230 created "2023-03-31" @default.
- W4361229230 creator A5060472601 @default.
- W4361229230 date "2023-03-28" @default.
- W4361229230 modified "2023-09-28" @default.
- W4361229230 title "Synthetically generated text for supervised text analysis" @default.
- W4361229230 doi "https://doi.org/10.48550/arxiv.2303.16028" @default.
- W4361229230 hasPublicationYear "2023" @default.
- W4361229230 type Work @default.
- W4361229230 citedByCount "0" @default.
- W4361229230 crossrefType "posted-content" @default.
- W4361229230 hasAuthorship W4361229230A5060472601 @default.
- W4361229230 hasBestOaLocation W43612292301 @default.
- W4361229230 hasConcept C137293760 @default.
- W4361229230 hasConcept C154945302 @default.
- W4361229230 hasConcept C17744445 @default.
- W4361229230 hasConcept C199539241 @default.
- W4361229230 hasConcept C204321447 @default.
- W4361229230 hasConcept C23123220 @default.
- W4361229230 hasConcept C2522767166 @default.
- W4361229230 hasConcept C2776321320 @default.
- W4361229230 hasConcept C2777530160 @default.
- W4361229230 hasConcept C2778896172 @default.
- W4361229230 hasConcept C2985684807 @default.
- W4361229230 hasConcept C41008148 @default.
- W4361229230 hasConcept C59415355 @default.
- W4361229230 hasConcept C95623464 @default.
- W4361229230 hasConceptScore W4361229230C137293760 @default.
- W4361229230 hasConceptScore W4361229230C154945302 @default.
- W4361229230 hasConceptScore W4361229230C17744445 @default.
- W4361229230 hasConceptScore W4361229230C199539241 @default.
- W4361229230 hasConceptScore W4361229230C204321447 @default.
- W4361229230 hasConceptScore W4361229230C23123220 @default.
- W4361229230 hasConceptScore W4361229230C2522767166 @default.
- W4361229230 hasConceptScore W4361229230C2776321320 @default.
- W4361229230 hasConceptScore W4361229230C2777530160 @default.
- W4361229230 hasConceptScore W4361229230C2778896172 @default.
- W4361229230 hasConceptScore W4361229230C2985684807 @default.
- W4361229230 hasConceptScore W4361229230C41008148 @default.
- W4361229230 hasConceptScore W4361229230C59415355 @default.
- W4361229230 hasConceptScore W4361229230C95623464 @default.
- W4361229230 hasLocation W43612292301 @default.
- W4361229230 hasOpenAccess W4361229230 @default.
- W4361229230 hasPrimaryLocation W43612292301 @default.
- W4361229230 hasRelatedWork W152000175 @default.
- W4361229230 hasRelatedWork W1567338489 @default.
- W4361229230 hasRelatedWork W1978971213 @default.
- W4361229230 hasRelatedWork W2793539281 @default.
- W4361229230 hasRelatedWork W2963508788 @default.
- W4361229230 hasRelatedWork W2971623275 @default.
- W4361229230 hasRelatedWork W3107474891 @default.
- W4361229230 hasRelatedWork W3108142956 @default.
- W4361229230 hasRelatedWork W38394648 @default.
- W4361229230 hasRelatedWork W4361229230 @default.
- W4361229230 isParatext "false" @default.
- W4361229230 isRetracted "false" @default.
- W4361229230 workType "article" @default.