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Relevance Scores in BERT Sequence Classification

descriptionPublicationkeyboard_double_arrow_right Conference object , Other literature type 19 Jan 2022 English Publisher:Zenodo
Authors: Konle, Leonard; Jannidis, Fotis; Kröncke, Merten; Winko, Simone;

doi: 10.5281/zenodo.5878817 , 10.5281/zenodo.6047465 , 10.5281/zenodo.5878816

Relevance Scores in BERT Sequence Classification

Abstract

Poster on the classification of poem genres using BERT. Analysis on word-wise importance scores. DFG Schwerpunktprogramm SPP 2207 "Computational Literary Studies" Online: https://gepris.dfg.de/gepris/projekt/402743989 https://dfg-spp-cls.github.io/ Teilprojekt: "The Beginnings of Modern Poetry – Modeling Literary History with Text Similarities" Online: https://gepris.dfg.de/gepris/projekt/424212127 https://dfg-spp-cls.github.io/projects_en/2020/01/24/TP-Beginnings_of_Poetry

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Keywords

german, text classification, poems, attention

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
views
OpenAIRE UsageCountsViews provided by UsageCounts
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