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Published at October 18Efficient Annotator Reliability Assessment and Sample Weighting for Knowledge-Based Misinformation Detection on Social Media
quant-ph
cond-mat.other
cs.CC
Released Date: October 18, 2024
Authors: Owen Cook, Charlie Grimshaw, Ben Wu, Sophie Dillon, Jack Hicks, Luke Jones, Thomas Smith, Matyas Szert, Xingyi Song1
Aff.: 1School of Computer Science, The University of Sheffield, Sheffield, UK

| Label | ||||
|---|---|---|---|---|
| Dataset | Misinfo | Debunk | Other | Total |
| High-Agreement | 80 | 29 | 447 | 556 |
| Other | 360 | 117 | 1063 | 1540 |
| Total | 440 | 146 | 1510 | 2096 |