Please use this identifier to cite or link to this item:
https://doi.org/10.21256/zhaw-29046Full metadata record
| DC Field | Value | Language |
|---|---|---|
| dc.contributor.author | von Däniken, Pius | - |
| dc.contributor.author | Deriu, Jan Milan | - |
| dc.contributor.author | Cieliebak, Mark | - |
| dc.date.accessioned | 2023-11-10T17:57:08Z | - |
| dc.date.available | 2023-11-10T17:57:08Z | - |
| dc.date.issued | 2023 | - |
| dc.identifier.issn | 1613-0073 | de_CH |
| dc.identifier.other | urn:nbn:de:0074-3497-0 | de_CH |
| dc.identifier.uri | https://ceur-ws.org/Vol-3497/paper-048.pdf | de_CH |
| dc.identifier.uri | https://digitalcollection.zhaw.ch/handle/11475/29046 | - |
| dc.description.abstract | We describe our approaches to sub-task 1A on multi-modal check-worthiness classification of the CheckThat! Lab 2023 in English. The goal was to determine whether a tweet is worth fact-checking based on its text and image content. Our submission was based on a kernel ensemble of different uni-modal and multi-modal classifiers. It achieved second place out of 7 teams with an F1 score of 0.708. | de_CH |
| dc.language.iso | en | de_CH |
| dc.publisher | CEUR Workshop Proceedings | de_CH |
| dc.relation.ispartofseries | CEUR Workshop Proceedings | de_CH |
| dc.rights | http://creativecommons.org/licenses/by/4.0/ | de_CH |
| dc.subject | Multi-modal | de_CH |
| dc.subject | Claim check-worthiness | de_CH |
| dc.subject | Multiple kernel learning | de_CH |
| dc.subject | Fact checking | de_CH |
| dc.subject.ddc | 410.285: Computerlinguistik | de_CH |
| dc.title | ZHAW-CAI at CheckThat! 2023 : ensembling using kernel averaging | de_CH |
| dc.type | Konferenz: Paper | de_CH |
| dcterms.type | Text | de_CH |
| zhaw.departement | School of Engineering | de_CH |
| zhaw.organisationalunit | Centre for Artificial Intelligence (CAI) | de_CH |
| dc.identifier.doi | 10.21256/zhaw-29046 | - |
| zhaw.conference.details | 14th Conference and Labs of the Evaluation Forum (CLEF), Thessaloniki, Greece, 18-21 September 2023 | de_CH |
| zhaw.funding.eu | Not specified | de_CH |
| zhaw.originated.zhaw | Yes | de_CH |
| zhaw.pages.end | 545 | de_CH |
| zhaw.pages.start | 534 | de_CH |
| zhaw.parentwork.editor | Aliannejadi, Mohammad | - |
| zhaw.parentwork.editor | Faggioli, Guglielmo | - |
| zhaw.parentwork.editor | Ferro, Nicola | - |
| zhaw.parentwork.editor | Vlachos, Michalis | - |
| zhaw.publication.status | publishedVersion | de_CH |
| zhaw.series.number | 3497 | de_CH |
| zhaw.publication.review | Peer review (Publikation) | de_CH |
| zhaw.title.proceedings | Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2023) | de_CH |
| zhaw.funding.snf | 209672 | de_CH |
| zhaw.webfeed | Natural Language Processing | de_CH |
| zhaw.author.additional | No | de_CH |
| zhaw.display.portrait | Yes | de_CH |
| Appears in collections: | Publikationen School of Engineering | |
Files in This Item:
| File | Description | Size | Format | |
|---|---|---|---|---|
| 2023_vonDaeniken-etal_ZHAW-CAI-at-CheckThat-2023.pdf | 578.67 kB | Adobe PDF |  View/Open |
Show simple item record
von Däniken, P., Deriu, J. M., & Cieliebak, M. (2023). ZHAW-CAI at CheckThat! 2023 : ensembling using kernel averaging [Conference paper]. In M. Aliannejadi, G. Faggioli, N. Ferro, & M. Vlachos (Eds.), Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2023) (pp. 534–545). CEUR Workshop Proceedings. https://doi.org/10.21256/zhaw-29046
von Däniken, P., Deriu, J.M. and Cieliebak, M. (2023) ‘ZHAW-CAI at CheckThat! 2023 : ensembling using kernel averaging’, in M. Aliannejadi et al. (eds) Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2023). CEUR Workshop Proceedings, pp. 534–545. Available at: https://doi.org/10.21256/zhaw-29046.
P. von Däniken, J. M. Deriu, and M. Cieliebak, “ZHAW-CAI at CheckThat! 2023 : ensembling using kernel averaging,” in Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2023), 2023, pp. 534–545. doi: 10.21256/zhaw-29046.
VON DÄNIKEN, Pius, Jan Milan DERIU und Mark CIELIEBAK, 2023. ZHAW-CAI at CheckThat! 2023 : ensembling using kernel averaging. In: Mohammad ALIANNEJADI, Guglielmo FAGGIOLI, Nicola FERRO und Michalis VLACHOS (Hrsg.), Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2023) [online]. Conference paper. CEUR Workshop Proceedings. 2023. S. 534–545. Verfügbar unter: https://ceur-ws.org/Vol-3497/paper-048.pdf
von Däniken, Pius, Jan Milan Deriu, and Mark Cieliebak. 2023. “ZHAW-CAI at CheckThat! 2023 : Ensembling Using Kernel Averaging.” Conference paper. In Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2023), edited by Mohammad Aliannejadi, Guglielmo Faggioli, Nicola Ferro, and Michalis Vlachos, 534–45. CEUR Workshop Proceedings. https://doi.org/10.21256/zhaw-29046.
von Däniken, Pius, et al. “ZHAW-CAI at CheckThat! 2023 : Ensembling Using Kernel Averaging.” Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2023), edited by Mohammad Aliannejadi et al., CEUR Workshop Proceedings, 2023, pp. 534–45, https://doi.org/10.21256/zhaw-29046.
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