Aggregating soft labels from crowd annotations improves uncertainty estimation under distribution shift
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| Main Authors: | , |
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| Format: | Article |
| Language: | English |
| Published: |
Public Library of Science (PLoS)
2025-01-01
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| Series: | PLoS ONE |
| Online Access: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12148080/?tool=EBI |
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| _version_ | 1850161469516152832 |
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| author | Dustin Wright Isabelle Augenstein |
| author_facet | Dustin Wright Isabelle Augenstein |
| author_sort | Dustin Wright |
| collection | DOAJ |
| format | Article |
| id | doaj-art-c7a98e68f2c042c6aa83b9b4a155cddc |
| institution | OA Journals |
| issn | 1932-6203 |
| language | English |
| publishDate | 2025-01-01 |
| publisher | Public Library of Science (PLoS) |
| record_format | Article |
| series | PLoS ONE |
| spelling | doaj-art-c7a98e68f2c042c6aa83b9b4a155cddc2025-08-20T02:22:49ZengPublic Library of Science (PLoS)PLoS ONE1932-62032025-01-01206Aggregating soft labels from crowd annotations improves uncertainty estimation under distribution shiftDustin WrightIsabelle Augensteinhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC12148080/?tool=EBI |
| spellingShingle | Dustin Wright Isabelle Augenstein Aggregating soft labels from crowd annotations improves uncertainty estimation under distribution shift PLoS ONE |
| title | Aggregating soft labels from crowd annotations improves uncertainty estimation under distribution shift |
| title_full | Aggregating soft labels from crowd annotations improves uncertainty estimation under distribution shift |
| title_fullStr | Aggregating soft labels from crowd annotations improves uncertainty estimation under distribution shift |
| title_full_unstemmed | Aggregating soft labels from crowd annotations improves uncertainty estimation under distribution shift |
| title_short | Aggregating soft labels from crowd annotations improves uncertainty estimation under distribution shift |
| title_sort | aggregating soft labels from crowd annotations improves uncertainty estimation under distribution shift |
| url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12148080/?tool=EBI |
| work_keys_str_mv | AT dustinwright aggregatingsoftlabelsfromcrowdannotationsimprovesuncertaintyestimationunderdistributionshift AT isabelleaugenstein aggregatingsoftlabelsfromcrowdannotationsimprovesuncertaintyestimationunderdistributionshift |