Explaining prediction uncertainty in text classification : the DUX approach

Andersen, Jakob Smedegaard; Zukunft, Olaf

doi:10.1145/3639233.3639352

DC Element	Wert	Sprache
dc.contributor.author	Andersen, Jakob Smedegaard	-
dc.contributor.author	Zukunft, Olaf	-
dc.date.accessioned	2024-03-27T08:03:45Z	-
dc.date.available	2024-03-27T08:03:45Z	-
dc.date.issued	2024-03-05	-
dc.identifier.isbn	979-8-4007-0922-7	en_US
dc.identifier.uri	http://hdl.handle.net/20.500.12738/15365	-
dc.language.iso	en	en_US
dc.publisher	Association for Computing Machinery	en_US
dc.subject	Explainable AI	en_US
dc.subject	Uncertainty estimation	en_US
dc.subject	Text classification	en_US
dc.subject.ddc	004: Informatik	en_US
dc.title	Explaining prediction uncertainty in text classification : the DUX approach	en
dc.type	inProceedings	en_US
dc.relation.conference	International Conference on Natural Language Processing and Information Retrieval 2023	en_US
dc.description.version	PeerReviewed	en_US
tuhh.container.endpage	62	en_US
tuhh.container.startpage	57	en_US
tuhh.oai.show	true	en_US
tuhh.publication.institute	Forschungsgruppe Big Data Lab	en_US
tuhh.publication.institute	Department Informatik	en_US
tuhh.publication.institute	Fakultät Technik und Informatik	en_US
tuhh.publisher.doi	10.1145/3639233.3639352	-
tuhh.relation.ispartofseries	2023 7th International Conference on Natural Language Processing and Information : Seoul, South Korea December 15-17	en_US
tuhh.type.opus	InProceedings (Aufsatz / Paper einer Konferenz etc.)	-
dc.type.casrai	Conference Paper	-
dc.type.dini	contributionToPeriodical	-
dc.type.driver	contributionToPeriodical	-
dc.type.status	info:eu-repo/semantics/publishedVersion	en_US
dcterms.DCMIType	Text	-
item.seriesref	2023 7th International Conference on Natural Language Processing and Information : Seoul, South Korea December 15-17	-
item.tuhhseriesid	2023 7th International Conference on Natural Language Processing and Information : Seoul, South Korea December 15-17	-
item.creatorGND	Andersen, Jakob Smedegaard	-
item.creatorGND	Zukunft, Olaf	-
item.languageiso639-1	en	-
item.cerifentitytype	Publications	-
item.openairecristype	http://purl.org/coar/resource_type/c_5794	-
item.creatorOrcid	Andersen, Jakob Smedegaard	-
item.creatorOrcid	Zukunft, Olaf	-
item.fulltext	No Fulltext	-
item.grantfulltext	none	-
item.openairetype	inProceedings	-
crisitem.author.dept	Department Informatik	-
crisitem.author.dept	Department Informatik	-
crisitem.author.orcid	0000-0001-8606-9743	-
crisitem.author.parentorg	Fakultät Technik und Informatik	-
crisitem.author.parentorg	Fakultät Technik und Informatik	-
Enthalten in den Sammlungen:	Publications without full text