Data Sorting Influence on Short Text Manual Labeling Quality for Hierarchical Classification

The precise categorization of brief texts holds significant importance in various applications within the ever-changing realm of artificial intelligence (AI) and natural language processing (NLP). Short texts are everywhere in the digital world, from social media updates to customer reviews and feed...

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Hlavní autoři:	Olga Narushynska, Vasyl Teslyuk, Anastasiya Doroshenko, Maksym Arzubov
Médium:	Artigo
Jazyk:	Inglês
Vydáno:	MDPI AG 2024-04-01
Edice:	Big Data and Cognitive Computing
Témata:	multiclass hierarchical classification inter annotator agreement (IAA) automated data labeling manual data labeling hierarchical classification zero-shot learning
On-line přístup:	https://www.mdpi.com/2504-2289/8/4/41
Tagy:	Přidat tag Žádné tagy, Buďte první, kdo vytvoří štítek k tomuto záznamu!